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(unsupervised\057wea) 1.0129 (kly\055supervised) ] TJ T* [ (frame) 24.9929 (w) 10.0092 (ork) -198.018 (that) -198.005 (learns) -198 (video) -198.016 (object) -197.983 (patterns) -197.989 (from) -197.983 (unlabeled) -196.997 (videos\056) ] TJ T* [ (\050c\051) -378.978 (Once) -378.978 (trained\054) -411.01 (MuG) -378.981 (can) -379.014 (be) -378.997 (applied) -378.997 (to) -380.01 (di) 25.0174 (v) 14.9865 (ers) 1.01834 (e) -379.994 (V) 39.9822 (OS) -378.006 (settings\054) ] TJ 10.9578 TL T* [ (with) -250.014 (strong) -249.981 (modeling) -250.017 (ability) -250.006 (and) -250 (high) -250.017 (generability) 65.0051 (\056) ] TJ /R11 9.9626 Tf 26.1672 TL <756e690265642c> ' /R23 9.9626 Tf 33.4641 0 Td [ (unsupervised\057weakly) -314.987 (supervised) ] TJ /R11 9.9626 Tf 132.157 0 Td [ (V) 39.9982 (OS) -314.987 (method) -313.997 (that) ] TJ -165.621 -11.9551 Td (mines) Tj /R23 9.9626 Tf 26.832 0 Td [ (multi\055gr) 15.0147 (anularity) ] TJ /R11 9.9626 Tf 72.0707 0 Td [ (cues) -303.988 (to) -304.998 (f) 9.99343 (acilita) 0.99493 (te) -305.003 (video) -304.008 (object) -304.013 (pat\055) ] TJ -98.9027 -11.9547 Td [ (tern) -219.998 (learning) -219.985 (\050Fig\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 381.011 263.299 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 386.53 263.299 Tm [ (\050b\051\051\056) -299.992 (This) -220.017 (allo) 24.9909 (ws) -219.993 (us) -219.993 (to) -219.993 (tak) 10.0081 (e) -220.007 (adv) 24.9811 (antage) -219.998 (of) ] TJ -77.668 -11.9551 Td [ (nearly) -198.982 <696e026e697465> -200.003 (amounts) -198.989 (of) -200.006 (video) -199.006 (data\056) -293.005 (Belo) 24.9958 (w) -198.982 (we) -200.006 (gi) 24.986 (v) 14.9828 (e) -198.991 (a) -200.011 (more) ] TJ 11.9559 TL T* [ (formal) -249.983 (description) -250 (of) -249.995 (our) -249.99 (problem) -250.012 (setup) -250.017 (and) -249.993 (main) -250.017 (idea\056) ] TJ /R9 9.9626 Tf 14.9262 TL T* [ (Pr) 17.997 (oblem) -296.985 (Setup) -295.995 (and) -297.014 (Main) -296.98 (Idea\056) ] TJ /R11 9.9626 Tf 137.07 0 Td (Let) Tj /R30 9.9626 Tf 16.2359 0 Td [ (X) -0.70086 ] TJ /R11 9.9626 Tf 12.557 0 Td (and) Tj /R30 9.9626 Tf 17.341 0 Td [ (Y) -0.59794 ] TJ /R11 9.9626 Tf 11.3559 0 Td [ (denote) -296.995 (the) ] TJ -194.56 -11.9551 Td [ (input) -198.996 (video) -199.008 (space) -198.989 (and) -198.982 (output) -198.991 (V) 39.9982 (OS) -199.006 (space\054) -210.004 (respecti) 24.986 (v) 14.9828 (ely) 65.0186 (\056) -293.005 (Deep) ] TJ 11.9551 TL T* [ (learning) -247 (based) -247.01 (V) 39.9958 (OS) -247.981 (solutions) -247.003 (seek) -247.018 (to) -247.008 (learn) -247.998 (a) -246.983 (dif) 24.986 (ferentiable\054) ] TJ /R23 9.9626 Tf 11.9559 TL (ideal) ' /R11 9.9626 Tf 21.9027 0 Td [ (video\055to\055se) 15.0024 (gment) -197.982 (mapping) ] TJ /R32 9.9626 Tf 108.384 0 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.10898 3.61602 Td [ <03> -0.30107 ] TJ /R36 9.9626 Tf 2.36719 -3.61602 Td [ (\072) -0.80379 ] TJ /R30 9.9626 Tf 3.075 0 Td [ (X) -0.70086 ] TJ /R38 9.9626 Tf 9.60117 0 Td (7\041) Tj /R30 9.9626 Tf 9.96289 0 Td [ (Y) -0.59794 ] TJ /R11 9.9626 Tf 8.4 0 Td [ (\056) -293.005 (T) 79.9916 (o) -196.982 (approximate) ] TJ /R32 9.9626 Tf -168.802 -11.9551 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.10898 3.61602 Td [ <03> -0.30107 ] TJ /R11 9.9626 Tf 3.21992 -3.61602 Td [ (\054) -362.996 (recent) -341.007 (leading) -340.982 (V) 39.9958 (OS) -340.985 (models) -341.012 (typi) 1.00473 (cally) -340.992 (w) 10.0032 (ork) -340.997 (in) -340.992 (a) ] TJ /R23 9.9626 Tf 202.666 0 Td [ (super) 20.0163 (\055) ] TJ -210.995 -11.9551 Td [ (vised) -241.009 (learning) ] TJ /R11 9.9626 Tf 59.032 0 Td [ (manner) 40.0031 (\054) -241.996 (requiring) ] TJ /R32 9.9626 Tf 73.3059 0 Td [ (N) -0.49992 ] TJ /R11 9.9626 Tf 11.4891 0 Td [ (input) -240.989 (samples) -240.009 (and) -241.014 (their) ] TJ -143.827 -11.9547 Td [ (desired) -332.011 (outputs) ] TJ /R32 9.9626 Tf 64.7352 0 Td [ (y) -0.30142 ] TJ /R40 6.9738 Tf 4.88477 -1.49414 Td [ (n) -0.19955 ] 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-0.70086 ] TJ /R38 9.9626 Tf 9.60117 0 Td [ <02> -0.80379 ] TJ /R30 9.9626 Tf 7.74883 0 Td [ (Y) -0.59794 ] TJ /R11 9.9626 Tf 8.4 0 Td (\056) Tj -233.759 -11.9551 Td [ (In) -321.003 (contrast\054) -340 (we) -321.008 (address) -322.015 (the) -320.995 (problem) -321.02 (in) -322.015 (settings) -321.005 (with) -322 (much) ] TJ 11.9551 TL T* [ (less) -302.994 (supervision\072) -415.997 (\0501\051) -303.991 (the) ] TJ /R23 9.9626 Tf 100.65 0 Td (unsupervised) Tj /R11 9.9626 Tf 55.8609 0 Td [ (case\054) -315.991 (when) -304.018 (we) -303.008 (only) ] TJ -156.511 -11.9559 Td [ (ha) 19.9967 (v) 14.9828 (e) -311.012 (samples) -310 (dra) 15.0147 (wn) -311 (from) ] TJ /R30 9.9626 Tf 107.051 0 Td [ (X) -0.70086 ] TJ /R11 9.9626 Tf 9.60195 0 Td (\054) Tj /R38 9.9626 Tf 5.73477 0 Td (f) Tj /R32 9.9626 Tf 4.98203 0 Td [ (x) -0.49992 ] TJ /R40 6.9738 Tf 5.69414 -1.49414 Td [ (n) -0.20305 ] TJ /R38 9.9626 Tf 5.42305 1.49414 Td (g) Tj /R40 6.9738 Tf 4.98086 -1.49414 Td [ (n) -0.20305 ] TJ /R38 9.9626 Tf 6.28711 1.49414 Td [ (\032) -0.80379 ] TJ /R30 9.9626 Tf 7.74883 0 Td [ (X) -0.70086 ] TJ /R11 9.9626 Tf 9.60117 0 Td [ (\054) -325.98 (and) -309.983 (w) 10.0032 (ant) -310.997 (to) -310.017 (ap\055) ] TJ -167.105 -11.9551 Td (proximate) Tj /R32 9.9626 Tf 43.7551 0 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.10898 3.61602 Td [ <03> -0.30107 ] TJ /R11 9.9626 Tf 4.58008 -3.61602 Td [ (\054) -358.996 (and) -336.998 (\0502\051) -337.005 (the) ] TJ /R23 9.9626 Tf 54.3109 0 Td [ (weakly) -336.988 (supervised) -337.012 (learning) ] TJ /R11 9.9626 Tf 114.109 0 Td (set\055) Tj -221.864 -11.9551 Td [ (ting\054) -230.993 (in) -225.009 (which) -225.987 (we) -226.004 (ha) 19.9967 (v) 14.9828 (e) -224.987 (annotations) -225.997 (for) ] TJ /R30 9.9626 Tf 153.512 0 Td [ (K) -0.29897 ] TJ /R11 9.9626 Tf 8.67969 0 Td [ (\054) -231.015 (which) -225.007 (is) -225.987 (a) -226.006 (related) ] TJ -162.192 -11.9551 Td [ (output) -450.988 (domain) -452.013 (for) -450.986 (which) -451.988 (obtaining) -450.979 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0.5 rg BT /F2 9 Tf 10.8 TL ET BT 1 0 0 1 297 35 Tm (8960) Tj T* ET Q endstream endobj 16 0 obj << /SMask 17 0 R /Filter /DCTDecode /BitsPerComponent 8 /Height 1109 /Length 194800 /ColorSpace /DeviceRGB /Width 1495 /Subtype /Image >> stream AdobedC  $, !$4.763.22:ASF:=N>22HbINVX]^]8EfmeZlS[]YC**Y;2;YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYU" }!1AQa"q2#BR$3br %&'()*456789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz w!1AQaq"2B #3Rbr $4%&'()*56789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz ?( ( ( ( ( ( ( ( ( ( ( wXX##pWp \3!_ GCJ (!%k*kT*&lAMx[/e]BQE>[Mop+[Mop+ UWsI2m&?!PrBL>+ܐ$WO].VF5O} ᵓݧȳ>২'iGJ]-lT}J:U9p; zf(RR*[3taR ǚ~AJ]f܃¬kk;UN4ɫ 0=AJ]ݼql&_SS639W3ݪQ{I)v;N-sBXij7i,ϸ))=3G}Rb{}*o؛'VZk GK֌w Qf\pIH>KG/R!oC"Tw sү*͎,%$;ˌئƳ^{pee=@Ok?1O}5kj7"H1JOz9<>tҞʩԘԛ`;ևG$K%fص{B0E@ ;OJy'1W#)=]s:نVC\424) B}XijkݪqO5`NT cb 8}U& 5**U&2i2^auWkVS´+ 'ZCϭeRn;ZP~bqVh^\ad*:j5hٿOqY{YT0/K} V.B&ZjӚY:]?_W6ݣYpSUQUIv2$SLq-g/1K>K/ 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/R8 gs 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 50.1121 710.037 Tm (than) Tj /R30 9.9626 Tf 19.5 0 Td [ (Y) -0.60039 ] TJ /R11 9.9626 Tf 8.40078 0 Td [ (\054) -237.997 (and) -235.994 (we) -234.982 (approximate) ] TJ /R32 9.9626 Tf 87.7043 0 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.10898 3.61602 Td [ <03> -0.29932 ] TJ /R11 9.9626 Tf 6.925 -3.61602 Td [ (using) -234.991 (samples) -236.012 (from) ] TJ /R30 9.9626 Tf 80.0898 0 Td [ (X) -0.69841 ] TJ /R38 9.9626 Tf 9.60195 0 Td [ <02> -0.79889 ] TJ /R30 9.9626 Tf 7.74805 0 Td [ (K) -0.30142 ] TJ /R11 9.9626 Tf 8.68008 0 Td (\056) Tj -221.804 -11.9551 Td [ (The) -344.997 (standard) -344.005 (w) 10 (ay) -345 (of) -344.02 (e) 25.0105 (v) 24.9811 (aluating) -345.012 (learning) -344.004 (outcomes) -345.009 (fol\055) ] TJ -11.9547 -11.9551 Td [ (lo) 24.9885 (ws) -316.997 (an) ] TJ /R23 9.9626 Tf 34.3 0 Td (empirical) Tj /R11 9.9626 Tf 41.3578 0 Td [ (risk\057loss) -316.999 (minimization) -317.998 (formulation) -150.009 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 270.307 686.127 Tm (43) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 280.27 686.127 Tm (\135\072) Tj /R49 8.9664 Tf -182.741 -19.5469 Td [ (\176) -0.8999 ] TJ /R51 8.9664 Tf -0.30977 0 Td [ (g) -0.10006 ] TJ /R53 8.9664 Tf 7.27578 0 Td [ (2) -0.20013 ] TJ /R49 8.9664 Tf 8.70313 0 Td [ (a) -0.8999 (rg) -186.897 (m) -0.49964 (i) -0.49964 (n) -1 ] TJ /R55 5.9776 Tf 7.86289 -7.33906 Td [ (g) -0.70045 ] TJ /R25 5.9776 Tf 3.84687 0 Td [ (2) -0.30019 ] TJ /R57 5.9776 Tf 4.98203 0 Td [ (G) -0.20013 ] TJ /R49 8.9664 Tf 17.7461 13.1379 Td [ (1) -0.8999 ] TJ ET Q 3.79 w 0 G 1457.72 6688.21 m 1541.07 6688.21 l S q 10 0 0 10 0 0 cm BT /R51 8.9664 Tf 1 0 0 1 145.772 660.498 Tm [ (N) -0.60039 ] TJ /R59 8.9664 Tf 11.0672 14.6 Td [ (X) -0.60039 ] TJ /R55 5.9776 Tf 13.3109 -13.948 Td [ (n) -0.70045 ] TJ /R51 8.9664 Tf 6.63516 5.43008 Td [ (\042) -0.09938 ] TJ /R49 8.9664 Tf 4.27773 0 Td [ (\050) -0.70113 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ (g) -0.10075 ] TJ /R49 8.9664 Tf 4.71602 0 Td [ (\050) -0.70113 ] TJ /R51 8.9664 Tf 3.5832 0 Td [ (x) -0.60039 ] TJ /R55 5.9776 Tf 5.22383 -0.99727 Td [ (n) -0.70045 ] TJ /R49 8.9664 Tf 5.09922 0.99727 Td [ (\051) -0.69977 ] TJ /R51 8.9664 Tf 3.58281 0 Td [ (\073) -171.479 (z) ] TJ /R49 8.9664 Tf 8.76992 0 Td [ (\050) -0.69977 ] TJ /R51 8.9664 Tf 3.5832 0 Td [ (x) -0.59903 ] TJ /R55 5.9776 Tf 5.22383 -0.99727 Td [ (n) -0.69841 ] TJ /R49 8.9664 Tf 5.09922 0.99727 Td [ (\051) -0.69977 (\051) -0.70249 ] TJ /R51 8.9664 Tf 7.1668 0 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 39.2121 0 Td (\0501\051) Tj /R11 9.9626 Tf -225.795 -20.5352 Td (where) Tj /R30 9.9626 Tf 30.168 0 Td [ (G) -0.60039 ] TJ /R11 9.9626 Tf 13.175 0 Td [ (denotes) -584.981 (the) -584.993 (h) 4.98446 (ypothesis) -584.998 (\050solution\051) -584.998 (space\054) -668.986 (and) ] TJ /R32 9.9626 Tf -43.343 -11.9551 Td [ (\042) -0.30019 ] TJ /R36 9.9626 Tf 4.48203 0 Td [ (\072) -0.80011 ] TJ /R30 9.9626 Tf 2.76797 0 Td [ (X) -0.70025 ] TJ /R38 9.9626 Tf 8.73906 0 Td [ <02> -0.7995 ] TJ /R30 9.9626 Tf 7.74883 0 Td [ (Y) -0.60039 ] TJ /R38 9.9626 Tf 8.4 0 Td (7\041) Tj /R61 9.9626 Tf 9.79883 0 Td [ (R) -0.19972 ] TJ /R11 9.9626 Tf 9.89727 0 Td [ (is) -271 (an) -271.012 (error) -270.983 (function) -272.006 (that) -270.999 (e) 25.0105 (v) 24.9811 (aluates) -271.001 (the) -271.006 (estimate) ] TJ /R32 9.9626 Tf -51.834 -11.9547 Td [ (g) -1 ] TJ /R36 9.9626 Tf 5.10898 0 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.875 0 Td [ (x) -0.49992 ] TJ /R40 6.9738 Tf 5.69375 -1.49414 Td [ (n) -0.19955 ] TJ /R36 9.9626 Tf 5.42305 1.49414 Td [ (\051) -0.89997 ] TJ /R11 9.9626 Tf 8.90117 0 Td [ (ag) 5.01938 (ainst) -504.993 (V) 39.9958 (OS\055related) -504.016 (prior) -505.003 (kno) 24.9909 (wledge) ] TJ /R32 9.9626 Tf 161.07 0 Td [ (z) -0.09802 ] TJ /R36 9.9626 Tf 5.07109 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87383 0 Td [ (x) -0.49992 ] TJ /R40 6.9738 Tf 5.69414 -1.49414 Td [ (n) -0.19955 ] TJ /R36 9.9626 Tf 5.42305 1.49414 Td [ (\051) -0.90181 ] TJ /R38 9.9626 Tf 8.01875 0 Td [ (2) -0.70086 ] TJ /R30 9.9626 Tf 6.64102 0 Td [ (Z) -0.49992 ] TJ /R11 9.9626 Tf 8.96523 0 Td (\056) Tj -233.759 -11.9551 Td [ (T) 79.9903 (o) -493.991 (mak) 10.0112 (e) ] TJ /R36 9.9626 Tf 41.934 0 Td (\176) Tj /R32 9.9626 Tf -0.34023 0 Td [ (g) -1 ] TJ /R11 9.9626 Tf 10.0301 0 Td [ (a) -494 (good) -494.016 (approximation) -493.984 (of) ] TJ /R32 9.9626 Tf 110.445 0 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.10898 3.61484 Td [ <03> -0.30107 ] TJ /R11 9.9626 Tf 3.22031 -3.61484 Td [ (\054) -555.003 (current) -493.994 (super) 20.004 (\055) ] TJ -170.398 -11.9551 Td [ (vised) -270.995 (V) 39.9964 (OS) -270.996 (methods) -271.017 (directly) -270.014 (use) -271.006 (the) -271.006 (desired) -271.001 (output) ] TJ /R32 9.9626 Tf 206.036 0 Td [ (y) -0.30142 ] TJ /R40 6.9738 Tf 4.88516 -1.49492 Td [ (n) -0.19955 ] TJ /R11 9.9626 Tf 5.42266 1.49492 Td (\054) Tj /R23 9.9626 Tf 5.24102 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td (\056\054) Tj /R32 9.9626 Tf -231.269 -11.9551 Td [ (z) -0.09986 ] TJ /R36 9.9626 Tf 5.07109 0 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.875 0 Td [ (x) -0.49992 ] TJ /R40 6.9738 Tf 5.69375 -1.49492 Td [ (n) -0.19955 ] TJ /R36 9.9626 Tf 5.42305 1.49492 Td [ (\051) -87.8812 (\072) -0.80011 (\075) -0.80011 ] TJ /R32 9.9626 Tf 16.134 0 Td [ (g) -1 ] TJ /R34 6.9738 Tf 5.11016 3.61484 Td [ <03> -0.29932 ] TJ /R36 9.9626 Tf 3.21875 -3.61484 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (x) -0.49992 ] TJ /R40 6.9738 Tf 5.69375 -1.49492 Td [ (n) -0.2013 ] TJ /R36 9.9626 Tf 5.42305 1.49492 Td [ (\051) -0.89936 ] TJ /R11 9.9626 Tf 3.875 0 Td [ (\054) -346.998 (as) -327.003 (the) -326.997 (prior) -326.993 (kno) 24.9909 (wledge\054) -346.986 (with) -326.982 (the) -326.997 (price) -327.984 (of) ] TJ -63.3918 -11.9559 Td [ (v) 24.9811 (ast) -249.988 (amounts) -250 (of) -249.996 (well\055annotated) -250.006 (data\056) ] TJ 11.9551 -11.9551 Td [ (In) -323.003 (our) -322.018 (method\054) -341.008 (the) -322.998 (prior) -322.014 (kno) 24.9909 (wledge) ] TJ /R30 9.9626 Tf 148.431 0 Td [ (Z) -0.49992 ] TJ /R11 9.9626 Tf 8.96484 0 Td [ (\054) -341 (in) -322.012 (the) -322.998 (unsuper) 20.0163 (\055) ] TJ -169.351 -11.9551 Td [ (vised) -354 (learning) -354.002 (setting\054) -380.019 (is) -354.006 (b) 20.0016 (uilt) -353.992 (upon) -355.019 (se) 25.0179 (v) 14.9828 (eral) -353.985 (heuristics) -353.987 (and) ] TJ 11.9551 TL T* [ (intrinsic) -337.985 (properties) -336.982 (of) -337.982 (V) 39.9958 (OS) -338.005 (itself\054) -359.996 (while) -336.985 (in) -338.01 (the) -338.015 (weakly) -338.01 (su\055) ] TJ T* [ (pervised) -229.004 (learning) -229.003 (setting\054) -232.984 (it) -227.986 (additionally) -229.008 (considers) -228.999 (a) -228.986 (related\054) ] TJ T* [ (easily\055annotated) -388.999 (output) -388.999 (domain) ] TJ /R30 9.9626 Tf 132.278 0 Td [ (K) -0.29897 ] TJ /R11 9.9626 Tf 8.68008 0 Td [ (\056) -727.994 (F) 14.9926 (or) -388.991 (e) 15.0122 (xample\054) -423.986 (part) -388.989 (of) ] TJ -140.958 -11.9559 Td [ (the) -378.007 (fore\055background) -378.982 (kno) 24.9909 (wledge) -378.004 (could) -379.018 (be) -378.015 (from) -378.006 (a) -379 (salienc) 14.9901 (y) ] TJ T* [ (model) -133.012 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 79.6613 490.628 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 89.6238 490.628 Tm [ (\135) -299.992 (\050Fig\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 116.354 490.628 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 122.67 490.628 Tm [ (\050b\051\051\054) -311.99 (or) -299.988 (in) -300.016 (a) -299.994 (form) -300.017 (of) -299.988 (CAM) -300.001 (maps) -133.017 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 257.643 490.628 Tm (73) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 267.606 490.628 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 273.085 490.628 Tm (76) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 283.048 490.628 Tm (\135) Tj -232.936 -11.9547 Td [ (from) -340.011 (a) -339.987 (pre\055trained) -340.016 (image) -340.006 (classi) 0.99861 <026572> -174.003 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 195.965 478.673 Tm (14) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 205.927 478.673 Tm [ (\135) -339.985 (\050) ] TJ /R23 9.9626 Tf 10.0176 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td [ (\056\054) -362.013 (a) -339.987 (related) -340.019 (im\055) ] TJ -175.517 -11.9551 Td [ (age) -279.016 <636c6173736902636174> 1.01086 (ion) -278.995 (domain) ] TJ /R30 9.9626 Tf 104.065 0 Td [ (K) -0.29897 ] TJ /R11 9.9626 Tf 8.68008 0 Td (\051) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 166.175 470.333 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 170.16 466.718 Tm [ (\056) -396.01 (Exploring) -277.993 (V) 39.9958 (OS) -278.995 (in) -277.981 (an) -279.012 (unsu\055) ] TJ -120.048 -11.9551 Td [ (pervised) -256.019 (or) -255.995 (weakly) -257.005 (supervised) -256.009 (setting) -256.003 (is) -255.984 (appealing) -256.014 (not) -256.999 (only) ] TJ 11.9559 TL T* [ (because) -357.981 (it) -356.985 (alle) 24.9824 (viates) -356.982 (the) -358.011 (annotation) -357.981 (b) 20.0016 (urden) -356.992 (of) ] TJ /R30 9.9626 Tf 189.385 0 Td [ (Y) -0.59794 ] TJ /R11 9.9626 Tf 8.4 0 Td [ (\054) -384.012 (b) 20.0016 (ut) -358.006 (also) ] TJ -197.785 -11.9551 Td [ (because) -297.991 (it) -298.015 (inspires) -298 (an) -297.988 (in\055depth) -298.002 (understanding) -299.004 (of) -297.987 (the) -297.982 (nature) ] TJ 11.9551 TL T* [ (of) -345 (V) 39.9964 (OS) -344.984 (by) -344.991 (e) 15.0122 (xploring) ] TJ /R30 9.9626 Tf 89.5738 0 Td [ (Z) -0.49992 ] TJ /R11 9.9626 Tf 8.96523 0 Td [ (\056) -594.996 <53706563690263616c6c79> 65.0124 (\054) -368.995 (we) -345.004 (analyze) -345.001 (se) 25.0179 (v) 14.9828 (eral) ] TJ -98.5391 -11.9551 Td [ (dif) 24.9854 (ferent) -323.008 (types) -324.006 (of) -323.004 (cues) -323.002 (at) -323.983 (multi) 1.01944 (ple) -324.017 (granularities\054) -341.009 (which) -324.01 (are) ] TJ T* [ (crucial) -249.994 (for) -249.999 (video) -250.018 (object) -249.982 (pattern) -249.985 (modeling\072) ] TJ /R38 9.9626 Tf 13.384 TL <0f> ' /R11 9.9626 Tf 9.96289 0 Td [ (At) -342.992 (the) ] TJ /R23 9.9626 Tf 28.9641 0 Td [ (fr) 14.9914 (ame) ] TJ /R11 9.9626 Tf 26.507 0 Td [ (granularity) 64.9965 (\054) -366.015 (we) -341.983 (le) 25.0179 (v) 14.9828 (erage) -343.014 (information) -342.997 (from) ] TJ -55.4711 -11.9551 Td [ (an) -358.998 (unsupervised) -359 (salienc) 14.9901 (y) -358.994 (method) -192.016 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 200.398 369.648 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 210.361 369.648 Tm [ (\135) -359.001 (or) -358.996 (CAM) -192.019 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 257.056 369.648 Tm (73) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 267.018 369.648 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 273.086 369.648 Tm (76) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 283.048 369.648 Tm (\135) Tj -222.973 -11.9551 Td [ (acti) 24.9817 (v) 24.9811 (ation) -476.998 (maps) -477 (to) -477.006 (enhance) -476.982 (the) -477.011 (fore) 15.0122 (ground) -478.016 (and) -477.014 (back\055) ] TJ 11.9551 TL T* [ (ground) -193.985 (discrimi) 1.01699 (nability) -194.007 (of) -194.006 (our) -192.98 (intra\055frame) -194.002 (representation\056) ] TJ /R38 9.9626 Tf -9.96289 -11.9551 Td <0f> Tj /R11 9.9626 Tf 9.96289 0 Td [ (At) -404.001 (the) ] TJ /R23 9.9626 Tf 30.182 0 Td (short\055term) Tj /R11 9.9626 Tf 46.084 0 Td [ (granularity) 64.9965 (\054) -442.002 (we) -404.012 (impose) -404.018 (local) -402.982 (consis\055) ] TJ -76.266 -11.9559 Td [ (tenc) 14.9816 (y) -505.009 (within) -505.019 (the) -505.987 (representations) -504.984 (of) -505.011 (short) -504.994 (video) -506.016 (clips\054) ] TJ T* [ (to) -364.005 (describe) -364.991 (the) -364.01 (continuous) -364.991 (and) -364.012 (coherent) -364.013 (visual) -365.01 (patterns) ] TJ T* [ (within) -250.002 (a) -250.002 (fe) 25.0081 (w) -249.995 (seconds\056) ] TJ /R38 9.9626 Tf -9.96289 -11.9551 Td <0f> Tj /R11 9.9626 Tf 9.96289 0 Td [ (At) -197.016 (the) ] TJ /R23 9.9626 Tf 26.0711 0 Td [ (long\055r) 15.0024 (ang) 10.013 (e) ] TJ /R11 9.9626 Tf 45.9918 0 Td [ (granularity) 64.9965 (\054) -208.002 (we) -196.988 (address) -197.996 (semantic) -197.001 (corre\055) ] TJ -72.0629 -11.9551 Td [ (spondence) -217.984 (among) -218.019 (distant) -218.989 (frames\054) -223.996 (which) -217.988 (mak) 10.0106 (es) -218 (the) -219.015 (cross\055) ] TJ T* [ (frame) -277.996 (representations) -278.003 (rob) 20.004 (ust) -278.014 (to) -277.981 (local) -279.002 (occlusions) 1.01699 (\054) -285.989 (appear) 19.9893 (\055) ] TJ 11.9559 TL T* [ (ance) -250.005 (v) 24.9811 (ariations) -250.011 (and) -249.991 (shape) -249.99 (deformations\056) ] TJ /R38 9.9626 Tf -9.96289 -11.9551 Td <0f> Tj /R11 9.9626 Tf 9.96289 0 Td [ (At) -326.994 (the) ] TJ /R23 9.9626 Tf 28.6621 0 Td (whole\055video) Tj /R11 9.9626 Tf 51.959 0 Td [ (granularity) 64.9965 (\054) -346.998 (we) -327.005 (encourage) -327.984 (the) -326.997 (video) ] TJ -80.6211 -11.9551 Td [ (representation) -284.988 (to) -285 (capture) -285.99 (global) -284.987 (and) -285.005 (compact) -284.994 (video) -286.014 (con\055) ] TJ 11.9547 TL T* [ (tent\054) -459.004 (by) -416 (learning) -417.011 (to) -417.016 (aggre) 15.0147 (g) 4.98446 (ate) -416.99 (multi\055frame) -416.997 (information) ] TJ T* [ (and) -249.992 (be) -249.997 (discriminati) 24.9897 (v) 14.9828 (e) -250.002 (to) -249.985 (other) -249.988 (videos\047) -250.017 (representations\056) ] TJ 1.99219 -16.373 Td [ (All) -498.998 (these) -497.986 (constraints) -499.017 (are) -498.008 (formulated) -498.988 (under) -497.988 (a) -499.02 <756e690265642c> ] TJ -11.9551 -11.9551 Td [ (multi\055granularity) -417.006 (V) 39.9958 (OS) -415.992 (\050MuG\051) -417.016 (frame) 25.013 (w) 10 (ork\054) -457.992 (which) -417.014 (is) -417.016 (fully) ] TJ T* [ (dif) 24.9854 (ferentiable) -400.004 (and) -400.986 (allo) 24.9909 (ws) -400.003 (unsupervised\057weakly) -401.014 (supervised) ] TJ T* [ (video) -324.007 (object) -324.008 (pattern) -324.012 (learning\054) -342.982 (from) -324.013 (unlabeled) -324.002 (videos\056) -532.982 (Our) ] TJ T* [ (e) 15.0128 (xtensi) 25.0026 (v) 14.9828 (e) -603.982 (e) 15.0128 (xperiments) -605 (o) 14.9828 (v) 14.9828 (er) -603.985 (v) 24.9811 (arious) -604.981 (V) 39.9958 (OS) -604 (settings\054) ] TJ /R23 9.9626 Tf 221.585 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td (\056\054) Tj -231.269 -11.9551 Td [ (object\055le) 24.9915 (v) 14.9828 (el) -499.992 (Z\055V) 39.997 (OS\054) -500.995 (instance\055le) 24.9934 (v) 14.9828 (el) -499.993 (Z\055V) 39.9958 (OS\054) -500.015 (and) -501.01 (O\055V) 39.9958 (OS\054) ] TJ 11.9563 TL T* [ (sho) 24.9922 (w) -208.982 (that) -209.989 (M) 0.99126 (uG) -209.997 (outperforms) -208.992 (other) -209.014 (unsupervised) -208.987 (and) -210 (weakly) ] TJ ET Q 3.98 w 501.121 1066.19 m 1446.11 1066.19 l S q 10 0 0 10 0 0 cm BT /R11 5.9776 Tf 1 0 0 1 60.9711 99.7531 Tm (2) Tj /R11 6.9738 Tf 3.48672 -2.81328 Td [ (Note) -296.025 (that) -296.008 (an) 15.0203 (y) -297.012 (unsupervised) -295.979 (or) -296.002 (weakly) -296.016 (supervised) -296.984 (obj) 1.01174 (ect) -297.01 (se) 14.9835 (gmentation\057salienc) 15.0045 (y) ] TJ -14.3457 -7.96992 Td [ (model) -390.003 (can) -390.028 (be) -390.011 (used\073) -458.999 (salienc) 14.9888 (y) -224.027 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 136.525 88.9699 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 143.499 88.9699 Tm [ (\135\054) -425.014 (and) -388.977 (CAM) -223.999 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 183.082 88.9699 Tm (73) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 190.056 88.9699 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 194.512 88.9699 Tm (76) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 201.486 88.9699 Tm [ (\135) -390.018 (are) -389.996 (just) -389.992 (chosen) -389.989 (due) -389.985 (to) -389.989 (their) ] TJ -151.374 -7.96992 Td [ (popularity) -250.021 (and) -250.008 (relati) 25.0239 (v) 14.9818 (ely) -250.027 (high) -250.015 (performance\056) ] TJ /R11 9.9626 Tf 258.75 629.037 Td [ (supervised) -193 (methods) -194.009 (by) -193.017 (a) -192.992 (lar) 17.997 (ge) -192.987 (mar) 18.0019 (gin\054) -205.005 (and) -192.982 (continuously) -193.987 (im\055) ] TJ 11.9551 TL T* [ (pro) 14.9852 (v) 14.9828 (es) -249.995 (its) -250.017 (performance) -249.997 (with) -250.012 (more) -249.988 (unlabeled) -250.017 (data\056) ] TJ /R9 11.9552 Tf 21.0289 TL T* [ (2\056) -249.989 (Related) -250.002 (W) 74.9972 (ork) ] TJ /R9 10.9589 Tf 16.9723 TL T* [ (2\0561\056) -250.004 (V) 36.9834 (ideo) -249.995 (Object) -250.002 (Segmentation) ] TJ /R9 9.9626 Tf 15.977 TL T* [ (Z\055V) 44.9851 (OS\056) ] TJ /R11 9.9626 Tf 36.7758 0 Td [ (As) -429.997 (there) -430.987 (is) -429.994 (no) -429.997 (indication) -430.987 (for) -430.007 (objects) -431.007 (to) -429.997 (be) -430.007 (se) 15.0171 (g\055) ] TJ -36.7758 -11.9551 Td [ (mented\054) -496.013 (con) 39.9982 (v) 14.9828 (entional) -446.016 (ZV) 39.9982 (OS) -447.004 (methods) -446.009 (resorted) -447.014 (to) -447.014 (certain) ] TJ 11.9547 TL T* [ (heuristics\054) -375.981 (such) -350.008 (as) -350.018 (salienc) 14.9926 (y) -184.004 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 424.468 620.194 Tm (59) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 434.431 620.194 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 440.418 620.194 Tm (62) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 450.381 620.194 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 456.359 620.194 Tm (61) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 466.321 620.194 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 472.309 620.194 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 477.29 620.194 Tm [ (\135\054) -374.996 (object) -350.986 (propos\055) ] TJ -168.428 -11.9551 Td [ (als) -116.99 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 324.414 608.239 Tm (19) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 334.376 608.239 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 339.696 608.239 Tm (37) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 349.659 608.239 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 354.969 608.239 Tm (24) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 364.931 608.239 Tm [ (\135\054) -291.99 (and) -283.987 (discriminati) 24.9909 (v) 14.9828 (e) -283.997 (m) 0.99003 (otion) -284.002 (patterns) -116.98 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 517.379 608.239 Tm (31) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 527.341 608.239 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 532.661 608.239 Tm (10) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 542.624 608.239 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 308.862 596.284 Tm (33) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 318.825 596.284 Tm [ (\135\056) -963.016 (Recent) -467.988 (adv) 24.9811 (ances) -468.003 (ha) 19.9967 (v) 14.9828 (e) -468.005 (been) -467.02 (dri) 24.986 (v) 14.9828 (en) -468 (by) -467.991 (deep) -468 (learn\055) ] TJ -9.9625 -11.9551 Td [ (ing) -330.006 (techniques\054) -349.01 (from) -330.014 (early) 65.0088 (\054) -348.996 (relati) 24.986 (v) 14.9828 (ely) -330.014 (simple) -329.989 (architectures\054) ] TJ 11.9559 TL T* [ (such) -269.982 (as) -269.992 (recurrent) -270 (netw) 10.0081 (ork) -102.998 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 416.338 572.373 Tm (45) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 426.301 572.373 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 431.481 572.373 Tm (32) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 441.444 572.373 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 446.624 572.373 Tm (63) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 456.587 572.373 Tm [ (\135\054) -275.013 (and) -269.989 (tw) 10.0081 (o\055stream) -270.019 (net\055) ] TJ -147.725 -11.9551 Td [ (w) 10 (ork) -120.012 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 333.749 560.418 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 338.73 560.418 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 344.07 560.418 Tm (49) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 354.032 560.418 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 359.382 560.418 Tm (77) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 369.345 560.418 Tm [ (\135\054) -295.01 (to) -286.999 (recent\054) -295.99 (more) -285.982 (po) 24.986 (werful) -287.006 (designs\054) -295.014 (such) -287.001 (as) ] TJ -60.4828 -11.9551 Td [ (teacher) 19.9893 (\055student) -363.991 (adaption) -197.001 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 412.742 548.463 Tm (44) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 422.705 548.463 Tm [ (\135\054) -392.993 (neural) -364.013 (co\055atte) 0.98513 (n) -1.01454 (t) 0.98513 (ion) -197.987 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 513.823 548.463 Tm (26) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 523.786 548.463 Tm [ (\135) -363.983 (and) ] TJ -214.923 -11.9551 Td [ (graph) -249.99 (neural) -249.993 (netw) 10.0081 (ork) -82.9984 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 398.117 536.508 Tm (58) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 408.079 536.508 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 413.061 536.508 Tm (68) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 423.023 536.508 Tm (\135\056) Tj /R9 9.9626 Tf -114.161 -11.991 Td [ (O\055V) 44.9851 (OS\056) ] TJ /R11 9.9626 Tf 36.3129 0 Td [ (As) -273.003 (the) -273.006 (annotations) -273.008 (for) -273.013 (the) -273.003 <02727374> -272.989 (frame) -273.018 (are) -272.984 (assumed) ] TJ -36.3129 -11.9551 Td [ (a) 19.9918 (v) 24.9811 (ailable) -263 (at) -263.012 (the) -263.008 (test) -264.017 (phase\054) -265.985 (O\055V) 39.9933 (OS) -262.995 (focuses) -263.005 (on) -263.005 (ho) 24.986 (w) -263.99 (to) -263.005 (accu\055) ] TJ 11.9547 TL T* [ (rately) -205.017 (propag) 4.99181 (ate) -204.988 (the) -205.017 (initial) -204.99 (labels) -205.01 (to) -205.995 (subsequent) -204.99 (frames\056) -295.005 (T) 35.0187 (ra\055) ] TJ 11.9563 TL T* [ (ditional) -234 (met) 0.99493 (hods) -234.017 (typically) -234.005 (used) -233.01 (optical) -234.015 <036f> 24.9958 (w) -233.015 (based) -233.99 (propag) 4.99426 (a\055) ] TJ 11.9551 TL T* [ (tion) -238.994 (strate) 14.9852 (gy) -72.9976 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 362.182 476.696 Tm (29) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 372.145 476.696 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 377.016 476.696 Tm (9) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 381.998 476.696 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 386.87 476.696 Tm (60) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 396.832 476.696 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 401.704 476.696 Tm (28) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 411.666 476.696 Tm [ (\135\056) -307.008 (No) 24.986 (w) 65.0137 (\054) -241.014 (deep) -239.019 (learning) -239 (based) -239.989 (solu\055) ] TJ -102.804 -11.9547 Td [ (tions) -236.99 (become) -237.009 (the) -237.012 (main) -237 (stream\054) -239.004 (which) -237.005 (can) -236.985 (be) -237.019 (broadly) -237 (classi\055) ] TJ 11.9551 TL T* [ <026564> -265 (into) -266.01 (three) -265.015 (cate) 15.0122 (gories\054) ] TJ /R23 9.9626 Tf 103.702 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68281 0 Td (\056\054) Tj /R23 9.9626 Tf 7.66328 0 Td [ (online) -264.99 (learning) ] TJ /R11 9.9626 Tf 61.3129 0 Td (\054) Tj /R23 9.9626 Tf 5.17188 0 Td [ (pr) 44.9827 (opa) 10.013 (gation) ] TJ /R11 9.9626 Tf -187.533 -11.9551 Td (and) Tj /R23 9.9626 Tf 17.1289 0 Td [ (matc) 14.9877 (hing) ] TJ /R11 9.9626 Tf 39.6738 0 Td [ (based) -275.006 (methods\056) -386.014 (Online) -274.988 (learning) -276.013 (based) -275.003 (meth\055) ] TJ -56.8027 -11.9559 Td [ (ods) -106.985 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 327.084 428.875 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 332.065 428.875 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 337.285 428.875 Tm (55) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 347.248 428.875 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 352.468 428.875 Tm (35) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 362.43 428.875 Tm [ (\135) -273.996 <026e652d74756e65> -274.008 (the) -273.984 (se) 15.0171 (gmentation) -273.989 (netw) 10.0081 (ork) -273.989 (for) -273.993 (each) ] TJ -53.5684 -11.9551 Td [ (test) -231.983 (video) -231.003 (on) -231.991 (the) -231.993 <027273742d6672616d65> -231 (annotations\056) -303.984 (Propag) 5 (ation) -231.981 (based) ] TJ 11.9551 TL T* [ (methods) -170.013 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 347.637 404.965 Tm (18) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 357.599 404.965 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 363.447 404.965 Tm (67) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 373.41 404.965 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 379.258 404.965 Tm (71) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 389.22 404.965 Tm [ (\135) -335.986 (rely) -336.998 (on) -336.993 (the) -336.013 (se) 15.0171 (gments) -337.012 (of) -337.003 (the) -336.993 (pre) 25.0105 (vious) ] TJ -80.3582 -11.9547 Td [ (frames) -374.014 (and) -374.011 (w) 10 (ork) -374.009 (in) -372.984 (a) -373.982 (frame\055by\055frame) -374.021 (manner) 54.981 (\056) -681.999 (Matching) ] TJ 11.9551 TL T* [ (based) -328.016 (methods) -160.995 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 373.5 381.055 Tm (66) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 383.462 381.055 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 389.22 381.055 Tm (54) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 399.183 381.055 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 404.941 381.055 Tm (27) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 414.904 381.055 Tm [ (\135) -327.989 (se) 15.0171 (gment) -328 (each) -327.994 (frame) -327.989 (according) ] TJ -106.041 -11.9551 Td [ (to) -249.985 (its) -250.017 (correspondence\057matching) -249.988 (relation) -250.017 (to) -249.988 (the) -249.988 <02727374> -250.012 (frame\056) ] TJ 11.9551 -11.991 Td [ (T) 79.9916 (ypically) 64.9965 (\054) -495.993 (current) -446.982 (deep) -446.984 (learning) -445.984 (based) -447.014 (V) 39.9982 (OS) -447.004 (solutions) ] TJ -11.9551 -11.9559 Td [ (\050both) -256.996 (Z\055V) 39.9958 (OS) -258.018 (and) -257.011 (O\055V) 39.9958 (OS\051) -257.981 (are) -256.987 (trained) -257.001 (using) -258.006 (a) -256.982 (lar) 17.997 (ge) -257.996 (amount) ] TJ 11.9551 TL T* [ (of) -398.01 (elaborately\055annotated) -398.997 (data) -398.007 (for) -398.992 (supervised) -397.983 (learning\056) -756.011 (In) ] TJ T* [ (contrast\054) -336.981 (the) -318.998 (proposed) -320 (method) -319.015 (trains) -318.986 (a) -319.991 (V) 39.9982 (OS) -318.986 (netw) 10.0081 (ork) -320.02 (from) ] TJ T* [ (scratch) -275.991 (using) -276.003 (unlabeled) -276.01 (videos\056) -387.989 (This) -276.988 (i) 0.98513 (s) -277.008 (essential) -276.008 (for) -275.993 (under) 20.0065 (\055) ] TJ T* [ (standing) -257.018 (ho) 24.986 (w) -257.013 (visual) -256.989 (recognition) -256.001 (w) 10.0032 (orks) -257.001 (in) -257.006 (V) 39.9982 (OS) -256.996 (and) -257.011 (for) -257.016 (nar) 19.9918 (\055) ] TJ T* [ (ro) 25.0179 (wing) -250.017 (do) 24.986 (wn) -249.99 (the) -249.99 (annotation) -249.997 (b) 20.0016 (udget\056) ] TJ /R9 10.9589 Tf 20.0332 TL T* [ (2\0562\056) -250.004 (V) 45.0035 (OS) -250.009 (with) -249.993 (Unlabeled) -249.993 (T) 74.0159 (raining) -249.993 (V) 36.9812 (ideos) ] TJ /R11 9.9626 Tf 11.9551 -16.9727 Td [ (Learning) -384 (V) 39.9958 (OS) -383.997 (from) -382.985 (unlabeled) -383.995 (videos) -383.99 (is) -384 (important) -384.014 (b) 20.0016 (ut) ] TJ -11.9551 -11.9551 Td [ (under) 20.004 (\055e) 15.0098 (xplored\056) -734.993 (Among) -391.984 (a) -392.018 (fe) 25.0056 (w) -390.989 (ef) 25.0056 (forts\054) -427.992 (P) 14.9926 (athak) ] TJ /R23 9.9626 Tf 194.403 0 Td [ (et) -392.008 (al) ] TJ /R11 9.9626 Tf 18.8559 0 Td [ (\056) -392.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 531.835 236.417 Tm (34) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 541.797 236.417 Tm (\135) Tj -232.935 -11.9551 Td [ (present) -465.988 (an) -464.981 (early) -466 (attempt) -466.01 (in) -465.011 (this) -466.015 (direction\054) -518.982 (which) -465.986 (uses) -465.986 (a) ] TJ 11.9551 TL T* [ <6d6f64690265642c> -463.013 (purely) -419.994 (unsupervised) -420.008 (v) 14.9828 (ersion) -419.994 (of) -420.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 486.954 212.507 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 491.935 212.507 Tm [ (\135) -420.013 (to) -419.999 (generate) ] TJ -183.073 -11.9551 Td [ (proxy) -443.007 (masks) -444.019 (as) -442.982 (pseudo) -443.002 (annotations\056) -890.003 (In) -442.985 (a) -442.99 (similar) -444.009 (spirit\054) ] TJ 11.9559 TL T* [ (some) -445.984 (methods) -444.987 (use) -445.997 (heuristic) -446.019 (se) 15.0171 (gmentation) -445.019 (masks) -446.019 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 519.093 188.596 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 529.055 188.596 Tm [ (\135) -446.009 (or) ] TJ -220.193 -11.9551 Td [ (weakly) -388.001 (supervised) -387.987 (location) -389.004 (maps) -221.002 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 450.5 176.641 Tm (23) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 460.463 176.641 Tm [ (\135) -388.019 (as) -388.994 (supervi) 1 (sory) -388.979 (sig\055) ] TJ -151.601 -11.9551 Td [ (nals\056) -600.981 (W) 39.9933 (ith) -346.981 (a) -347.006 (broader) 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9.9626 Tf -234.345 -11.9551 Td [ (R) -0.19972 ] TJ /R40 6.9738 Tf 5.83477 3.61484 Td [ (W) -0.39997 ] TJ /R34 6.9738 Tf 7.20391 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (H) -0.60039 ] TJ /R34 6.9738 Tf 5.69805 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (C) -0.39997 ] TJ /R38 9.9626 Tf 6.19805 -3.61484 Td (7\041) Tj /R36 9.9626 Tf 9.46016 0 Td [ (\133) -0.80011 (0) ] TJ /R32 9.9626 Tf 7.74883 0 Td [ (\073) -0.80011 ] TJ /R36 9.9626 Tf 4.42812 0 Td [ (1\135) -0.80011 ] TJ /R40 6.9738 Tf 6.38789 3.61484 Td [ (W) -0.40085 ] TJ /R34 6.9738 Tf 7.20391 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (H) -0.59864 ] TJ /R11 9.9626 Tf 8.71406 -3.61484 Td [ (maps) -252.998 (the) -251.99 (input) -252.987 (single\055frame) -252.997 (feature) ] TJ /R70 9.9626 Tf 144.285 0 Td (x) Tj /R40 6.9738 Tf 4.98086 -1.49492 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf -232.742 -10.4609 Td [ (into) -189.983 (a) -190.992 (fore\055background) -189.994 (prediction) -190.017 (map) ] TJ /R32 9.9626 Tf 153.352 0 Td (P) Tj /R40 6.9738 Tf 6.39609 -1.49414 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf 3.50781 1.49414 Td (\056) Tj /R32 9.9626 Tf 5.38086 0 Td (\032) Tj /R11 9.9626 Tf 7.04727 0 Td [ (is) -189.995 (implemented) ] TJ -175.684 -11.9551 Td [ (by) -249.988 (a) ] TJ /R36 9.9626 Tf 19.3668 0 Td (1) Tj /R38 9.9626 Tf 5.53516 0 Td [ <02> -0.7995 ] TJ /R36 9.9626 Tf 8.30195 0 Td (1) Tj /R11 9.9626 Tf 7.47187 0 Td [ (con) 40 (v) 20.0016 (olutional) -249.993 (layer) -249.997 (with) ] TJ /R23 9.9626 Tf 99.2973 0 Td (sigmoid) Tj /R11 9.9626 Tf 34.3109 0 Td [ (acti) 24.9811 (v) 24.9811 (ation\056) ] TJ /R9 9.9626 Tf -174.284 -12.8551 Td [ (Short\055T) 91.9816 (erm) -484.985 (Granularity) -484.017 (Analysis\072) -778.996 (Intra\055Clip) -485.01 (Coher) 36.9889 (\055) ] TJ 11.9551 TL T* [ (ence) -263.014 (Modeling) 14.9877 (\056) ] TJ /R11 9.9626 Tf 67.659 0 Td [ (Short\055term) -263.017 (coherence) -262.986 (is) -263.003 (an) -263.015 (essential) -262.99 (prop\055) ] TJ -67.659 -11.9551 Td [ (erty) -489.012 (in) -489.004 (videos\054) -549.019 (as) -489.015 (temporally\055close) -489.013 (frames) -489.014 (typically) -488.982 (e) 15.0122 (x\055) ] TJ T* [ (hibit) -406.019 (continuous) -406.003 (visual) -405.985 (content) -405.99 (changes) -239.012 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 219.207 227.203 Tm (15) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 229.17 227.203 Tm [ (\135\056) -777.988 (T) 79.9916 (o) -406.006 (capture) ] TJ -179.058 -11.9551 Td [ (this) -292.004 (property) 64.9861 (\054) -303.006 (we) -291.992 (apply) -292.011 (a) -291.995 (forw) 10 (ard\055backw) 9.99588 (ard) -293.012 (patch) -291.983 (tracking) ] TJ 11.9563 TL T* [ (mechanism) -198.01 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 100.782 203.292 Tm (57) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 110.745 203.292 Tm [ (\135) -198.99 (which) -199.01 (l) 0.98758 (earns) ] TJ /R32 9.9626 Tf 57.3945 0 Td [ (\047) -0.19972 ] TJ /R11 9.9626 Tf 8.49492 0 Td [ (by) -199.016 (t) 0.98758 (racking) -199.016 (a) -198.991 (sam) 0.99493 (pled) -199.013 (patch) ] TJ -126.522 -11.9547 Td [ (forw) 10 (ards) -200.982 (in) -199.994 (a) -200.99 (fe) 25.0081 (w) -200.984 (successi) 24.9934 (v) 14.9828 (e) -200.991 (frames) -200.002 (and) -201.02 (then) -201.013 (backw) 10.0032 (ards) -200.984 (un\055) ] TJ 11.9551 TL T* [ (til) -298.007 (the) -297.001 (start) -298.016 (frame\054) -309.007 (and) -297.983 (penalizing) -298 (the) -297.002 (distance) -298.012 (between) -297.982 (the) ] TJ T* [ (initial) -250 (and) -249.992 <026e616c> -250.015 (backw) 10.002 (ards) -249.994 (track) 9.99833 (ed) -249.996 (positions) -249.983 (of) -249.995 (that) -249.983 (patch\056) ] TJ ET Q q 2338.69 0 0 1869.59 3100.43 5330.36 cm /R72 Do Q 0.75391 0 0 rg q 10 0 0 10 0 0 cm BT /R15 7.9701 Tf 1 0 0 1 499.099 638.64 Tm [ (L) -0.69841 ] TJ /R11 5.9776 Tf 5.82422 -1.33125 Td (long) Tj /R15 7.9701 Tf -88.5129 -68.407 Td [ (L) -0.69841 ] TJ /R11 5.9776 Tf 5.82305 -1.33086 Td (global) Tj /R15 7.9701 Tf -96.4844 51.1441 Td [ (L) -0.70147 ] TJ /R11 5.9776 Tf 5.82422 -1.33125 Td (short) Tj /R15 7.9701 Tf 65.907 72.066 Td [ (L) -0.70147 ] TJ /R11 5.9776 Tf 5.82383 -1.33203 Td (frame) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 523.373 Tm [ (Figure) -411.002 (2\072) -632.997 (Ov) 15.0192 (ervie) 25.0066 (w) -412.009 (of) -411.01 (our) -412.015 (approach\056) -793.985 (Intrinsic) -412.015 (properties) -410.996 (o) 14.9865 (v) 14.9865 (er) ] TJ ET Q 0.75391 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 308.862 512.414 Tm (frame) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 331.762 512.414 Tm (\054) Tj ET Q 0.74414 0.56445 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 336.653 512.414 Tm (short\055term) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 377.978 512.414 Tm (\054) Tj ET Q 0.31372 0.39209 0.15674 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 382.869 512.414 Tm (long\055term) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 423.283 512.414 Tm (and) Tj ET Q 0.11768 0.35303 0.39209 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 438.798 512.414 Tm [ (whole) -286.007 (video) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 486.774 512.414 Tm [ (granularities) -286.007 (are) ] TJ -177.912 -10.959 Td [ (e) 15.011 (xplored) -250.003 (to) -250.014 (guide) -249.989 (the) -249.989 (video) -249.989 (object) -250 (pattern) -250.011 (learning\056) ] TJ /R11 9.9626 Tf 11.9551 -21.7719 Td [ (F) 14.9926 (ormally) 64.999 (\054) -384.992 (gi) 24.9885 (v) 14.9828 (en) -358.999 (tw) 10.0081 (o) -358.014 (consecuti) 25 (v) 14.9828 (e) -357.984 (frames) ] TJ /R32 9.9626 Tf 166.669 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49414 Td [ (t) -0.60214 ] TJ /R11 9.9626 Tf 7.07734 1.49414 Td (and) Tj /R32 9.9626 Tf 17.9559 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49414 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.49712 ] TJ /R11 9.9626 Tf 10.5852 1.49414 Td (\054) Tj -233.759 -11.9551 Td [ (we) -232.983 <02727374> -234.015 (crop) -233.017 (a) -232.986 (patch) ] TJ /R32 9.9626 Tf 82.4469 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 7.33711 0 Td (from) Tj /R32 9.9626 Tf 21.6918 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49414 Td [ (t) -0.60214 ] TJ /R11 9.9626 Tf 5.8332 1.49414 Td [ (and) -233.015 (apply) ] TJ /R32 9.9626 Tf 41.1719 0 Td [ (\047) -0.20095 ] TJ /R11 9.9626 Tf 8.8418 0 Td (on) Tj /R32 9.9626 Tf 12.2871 0 Td [ (p) -0.10292 ] TJ /R11 9.9626 Tf 7.33711 0 Td (and) Tj /R32 9.9626 Tf 16.7109 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49414 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.49712 ] TJ /R11 9.9626 Tf 10.5852 1.49414 Td (\054) Tj -233.759 -11.9551 Td [ (separately) 65.0186 (\056) -297.987 (Then) -215.013 (we) -214.986 (obtain) -214.018 (tw) 10.0081 (o) -215.018 (feature) -214.989 (embeddings\072) ] TJ /R32 9.9626 Tf 209.223 0 Td [ (\047) -0.20095 ] TJ /R36 9.9626 Tf 6.5168 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (p) -0.10292 ] TJ /R36 9.9626 Tf 5.01289 0 Td [ (\051) -0.90181 ] TJ /R38 9.9626 Tf 4.98086 0 Td [ (2) -0.69596 ] TJ /R61 9.9626 Tf -229.608 -11.9547 Td [ (R) -0.20095 ] TJ /R40 6.9738 Tf 7.19492 3.61484 Td [ (w) -0.40259 ] TJ /R34 6.9738 Tf 4.59102 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (h) -0.80169 ] TJ /R34 6.9738 Tf 3.30313 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (C) -0.39909 ] TJ /R11 9.9626 Tf 9.20195 -3.61484 Td (and) Tj /R70 9.9626 Tf 18.2469 0 Td (x) Tj /R40 6.9738 Tf 4.98125 -1.49531 Td [ (t) -0.59864 ] TJ /R68 6.9738 Tf 3.00898 0 Td [ (\0531) -0.50062 ] TJ /R36 9.9626 Tf 12.8699 1.49531 Td [ (\075) -0.79889 ] TJ /R32 9.9626 Tf 10.5309 0 Td [ (\047) -0.1985 ] TJ /R36 9.9626 Tf 6.51719 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87383 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49531 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.01016 0 Td [ (\0531) -0.49712 ] TJ /R36 9.9626 Tf 10.5852 1.49531 Td [ (\051) -0.90181 ] TJ /R38 9.9626 Tf 7.51875 0 Td [ (2) -0.69596 ] TJ /R61 9.9626 Tf 10.2859 0 Td [ (R) -0.19605 ] TJ /R40 6.9738 Tf 7.19531 3.61484 Td [ (W) -0.39909 ] TJ /R34 6.9738 Tf 7.20469 0 Td [ <02> -0.90321 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (H) -0.60214 ] TJ /R34 6.9738 Tf 5.69805 0 Td [ <02> -0.90321 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (C) -0.4061 ] TJ /R11 9.9626 Tf 5.34023 -3.61484 Td [ (\056) -723.012 (W) 39.9933 (ith) -387.014 (a) -388.019 (design) ] TJ -168.876 -11.9563 Td [ (similar) -287.999 (to) -288.018 (the) -287.984 (classic) -288.016 (Siamese) -288.006 (track) 9.99833 (er) -121.009 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 462.655 431.862 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 467.636 431.862 Tm [ (\135\054) -297.99 (we) -287.991 (forw) 9.99833 (ard) -287.996 (track) ] TJ -158.774 -11.9551 Td [ (the) -281.005 (patch) ] TJ /R32 9.9626 Tf 39.3551 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 7.81289 0 Td [ (on) -281.002 (the) -281.005 (ne) 15.0171 (xt) -281 (frame) ] TJ /R32 9.9626 Tf 73.5801 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49375 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.49712 ] TJ /R11 9.9626 Tf 13.3859 1.49375 Td [ (by) -281.002 (conducting) -281.017 (a) -281.017 (cross\055) ] TJ -145.397 -11.9547 Td [ (correlation) -249.98 (operation) -250.015 (\140) ] TJ /R32 9.9626 Tf 89.0852 0 Td (\077) Tj /R11 9.9626 Tf 4.98086 0 Td [ (\047) -250 (on) ] TJ /R32 9.9626 Tf 18.2621 0 Td [ (\047) -0.20095 ] TJ /R36 9.9626 Tf 6.5168 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (p) -0.10292 ] TJ /R36 9.9626 Tf 5.01289 0 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 6.36484 0 Td (and) Tj /R32 9.9626 Tf 16.877 0 Td [ (\047) -0.20095 ] TJ /R36 9.9626 Tf 6.51719 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87383 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49414 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.49712 ] TJ /R36 9.9626 Tf 10.5852 1.49414 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 3.87383 0 Td (\072) Tj /R51 8.9664 Tf -136.893 -18.2613 Td [ (S) -0.80051 ] TJ /R25 5.9776 Tf 5.62891 -0.99687 Td [ (\051) -0.19604 ] TJ /R49 8.9664 Tf 10.3641 0.99687 Td [ (\075) -0.40026 ] TJ /R51 8.9664 Tf 9.72813 0 Td [ (\047) -0.10075 ] TJ /R49 8.9664 Tf 6.0168 0 Td [ (\050) -0.69977 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ (p) -0.89854 ] TJ /R49 8.9664 Tf 4.62617 0 Td [ (\051) -0.69977 ] TJ /R51 8.9664 Tf 5.63203 0 Td [ (\077) -228.92 (\047) -0.09802 ] TJ /R49 8.9664 Tf 12.673 0 Td [ (\050) -0.70249 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ (X) -0.99656 ] TJ /R55 5.9776 Tf 7.61211 -0.99687 Td [ (t) -0.79235 ] TJ /R19 5.9776 Tf 2.85 0 Td [ (\053) -0.19604 (1) -0.10619 ] TJ /R49 8.9664 Tf 9.74102 0.99687 Td [ (\051) -0.70249 ] TJ /R53 8.9664 Tf 6.14375 0 Td [ (2) -0.20149 ] TJ /R49 8.9664 Tf 8.70313 0 Td [ (\133) -0.501 (0) -0.89854 ] TJ /R51 8.9664 Tf 7.16797 0 Td [ (\073) -0.501 ] TJ /R49 8.9664 Tf 4.09609 0 Td [ (1) -0.89854 (\135) -0.501 ] TJ /R55 5.9776 Tf 7.1668 4.30703 Td [ (W) -0.9067 ] TJ /R25 5.9776 Tf 6.575 0 Td [ <02> -1.00473 ] TJ /R55 5.9776 Tf 4.4832 0 Td [ (H) -0.49828 ] TJ /R51 8.9664 Tf 6.92383 -4.30703 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 42.3 0 Td (\0503\051) Tj /R11 9.9626 Tf -225.795 -20.2547 Td (where) Tj /R32 9.9626 Tf 25.4262 0 Td [ (S) -0.1985 ] TJ /R34 6.9738 Tf 6.10898 -1.49414 Td [ (\051) -0.89971 ] TJ /R11 9.9626 Tf 9.02891 1.49414 Td [ (is) -195.994 (a) ] TJ /R23 9.9626 Tf 14.968 0 Td (sigmoid) Tj /R11 9.9626 Tf 31.8199 0 Td [ (\055normalized) -195.987 (response) -195.012 (map) -195.992 (whose) -195.992 (size) ] TJ -87.352 -11.9551 Td [ (is) -328.992 (rescaled) -327.987 (into) ] TJ /R36 9.9626 Tf 63.743 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (H) 86.6939 (\073) -167.788 (W) -0.40189 ] TJ /R36 9.9626 Tf 22.6398 0 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 3.87383 0 Td [ (\056) -545.985 (The) -329 (ne) 25.0154 (w) -327.98 (location) -329.014 (of) ] TJ /R32 9.9626 Tf 93.2641 0 Td [ (p) -0.10292 ] TJ /R11 9.9626 Tf 8.28633 0 Td (in) Tj /R32 9.9626 Tf 10.1617 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49414 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.49712 ] TJ /R11 9.9626 Tf 12.498 1.49414 Td (is) Tj -229.605 -11.9551 Td [ (then) -269.002 (inferred) -269.016 (according) -269.004 (to) -269.004 (the) -269.004 (peak) -269.014 (v) 24.9811 (alue) -269.009 (on) ] TJ /R32 9.9626 Tf 178.573 0 Td [ (S) -0.20095 ] TJ /R34 6.9738 Tf 6.10898 -1.49375 Td [ (\051) -0.90321 ] TJ /R11 9.9626 Tf 8.44023 1.49375 Td [ (\056) -366.993 (After) -269.014 (ob\055) ] TJ -193.122 -11.9551 Td [ (taining) -277.02 (the) -277.005 (forw) 10 (ard) -277.015 (track) 9.99833 (ed) -275.993 (patch) ] TJ /R32 9.9626 Tf 135.873 0 Td [ (p) -0.10292 ] TJ /R34 6.9738 Tf 5.01211 3.61523 Td [ (0) -0.39909 ] TJ /R11 9.9626 Tf 5.55391 -3.61523 Td (in) Tj /R32 9.9626 Tf 9.64687 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49492 Td [ (t) -0.60214 ] TJ /R68 6.9738 Tf 3.01016 0 Td [ (\0531) -0.49712 ] TJ /R11 9.9626 Tf 10.5848 1.49492 Td [ (\054) -283.987 (we) -277.013 (backw) 10.0032 (ar) 1.00964 (d) ] TJ -177.934 -11.9547 Td (track) Tj /R32 9.9626 Tf 21.2309 0 Td [ (p) -0.10047 ] TJ /R34 6.9738 Tf 5.01211 3.61484 Td [ (0) -0.39909 ] TJ /R11 9.9626 Tf 4.97422 -3.61484 Td (to) Tj /R32 9.9626 Tf 9.06602 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49531 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf 4.32578 1.49531 Td [ (and) -132.012 (get) -132.01 (a) -131.983 (backw) 10.0032 (ard) -218.988 (tracking) -217.983 (response) -219.008 (map) ] TJ /R32 9.9626 Tf 166.068 0 Td [ (S) -0.20095 ] TJ /R34 6.9738 Tf 6.10898 -1.49531 Td [ (\050) -0.90321 ] TJ /R11 9.9626 Tf 8.44102 1.49531 Td (\072) Tj /R51 8.9664 Tf -180.007 -15.4961 Td [ (S) -0.80051 ] TJ /R25 5.9776 Tf 5.63008 -0.99609 Td [ (\050) -0.19604 ] TJ /R49 8.9664 Tf 10.3641 0.99609 Td [ (\075) -0.40026 ] TJ /R51 8.9664 Tf 9.72695 0 Td [ (\047) -0.10075 ] TJ /R49 8.9664 Tf 6.01797 0 Td [ (\050) -0.69977 ] TJ /R51 8.9664 Tf 3.5832 0 Td [ (p) -0.89854 ] TJ /R25 5.9776 Tf 4.62578 4.30781 Td [ (0) -0.69841 ] TJ /R49 8.9664 Tf 2.68516 -4.30781 Td [ (\051) -0.69977 ] TJ /R51 8.9664 Tf 5.63086 0 Td [ (\077) -228.92 (\047) -0.09802 ] TJ /R49 8.9664 Tf 12.6742 0 Td [ (\050) -0.70249 ] TJ /R51 8.9664 Tf 3.58281 0 Td [ (X) -0.99656 ] TJ /R55 5.9776 Tf 7.61211 -0.99609 Td [ (t) -0.79235 ] TJ /R49 8.9664 Tf 3.34883 0.99609 Td [ (\051) -0.70249 ] TJ /R53 8.9664 Tf 6.14336 0 Td [ (2) -0.20149 ] TJ /R49 8.9664 Tf 8.70391 0 Td [ (\133) -0.501 (0) -0.89854 ] TJ /R51 8.9664 Tf 7.1668 0 Td [ (\073) -0.501 ] TJ /R49 8.9664 Tf 4.09609 0 Td [ (1) -0.89854 (\135) -0.501 ] TJ /R55 5.9776 Tf 7.16797 4.30781 Td [ (W) -0.9067 ] TJ /R25 5.9776 Tf 6.575 0 Td [ <02> -1.00473 ] TJ /R55 5.9776 Tf 4.4832 0 Td [ (H) -0.49828 ] TJ /R51 8.9664 Tf 6.92383 -4.30781 Td [ (\072) -0.501 ] TJ /R11 8.9664 Tf 45.5789 0 Td (\0504\051) Tj /R11 9.9626 Tf -225.795 -16.491 Td [ (Ideally) 64.9818 (\054) 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-0.90058 ] TJ /R11 9.9626 Tf 10.2387 0 Td [ (by) -249.988 (a) -250.002 (co\055attention) -83.0131 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 242.443 349.376 Tm (52) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 252.405 349.376 Tm (\135\072) Tj /R70 8.9664 Tf -162.993 -19.9992 Td (A) Tj /R55 5.9776 Tf 5.98086 -0.99609 Td [ (i) -0.59937 (\073) -0.60039 (j) -0.60039 ] TJ /R49 8.9664 Tf 11.3949 0.99609 Td [ (\075) -0.40026 ] TJ /R11 8.9664 Tf 9.72813 0 Td (softmax) Tj /R49 8.9664 Tf 28.8891 0 Td [ (\050) -0.70113 ] TJ /R70 8.9664 Tf 3.58398 0 Td (x) Tj /R55 5.9776 Tf 4.48281 -0.99609 Td [ (i) -0.60039 ] TJ /R25 5.9776 Tf -0.65703 5.30312 Td [ (\076) -1 ] TJ /R70 8.9664 Tf 6.2543 -4.30703 Td (x) Tj /R55 5.9776 Tf 4.48281 -0.99609 Td [ (j) -0.60039 ] TJ /R49 8.9664 Tf 3.90313 0.99609 Td [ (\051) -0.70113 ] TJ /R53 8.9664 Tf 6.14375 0 Td [ (2) -0.20013 ] TJ /R49 8.9664 Tf 8.70313 0 Td [ (\133) -0.501 (0) -0.89854 ] TJ /R51 8.9664 Tf 7.16797 0 Td [ (\073) -0.501 ] TJ /R49 8.9664 Tf 4.09492 0 Td [ (1) -0.8999 (\135) -0.49964 ] TJ /R19 5.9776 Tf 7.16797 4.30703 Td [ (\050) -0.50032 ] TJ /R55 5.9776 Tf 2.87812 0 Td [ (W) 50.1261 (H) -0.49828 ] TJ /R19 5.9776 Tf 13.0012 0 Td [ (\051) -0.50236 ] TJ /R25 5.9776 Tf 2.87773 0 Td [ <02> -1 ] TJ /R19 5.9776 Tf 5.75625 0 Td [ (\050) -0.50236 ] TJ /R55 5.9776 Tf 2.87773 0 Td [ (W) 50.1261 (H) -0.49828 ] TJ /R19 5.9776 Tf 13.0012 0 Td [ (\051) -0.50236 ] TJ /R51 8.9664 Tf 3.37695 -4.30703 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 31.4051 0 Td (\0506\051) Tj /R11 9.9626 Tf -225.795 -20.3129 Td (where) Tj /R70 9.9626 Tf 27.957 0 Td (x) Tj /R40 6.9738 Tf 4.98203 -1.49492 Td [ (i) -0.20042 ] TJ /R38 9.9626 Tf 5.15195 1.49492 Td [ (2) -0.70025 ] TJ /R61 9.9626 Tf 8.975 0 Td [ (R) -0.20095 ] TJ /R40 6.9738 Tf 7.19492 3.61484 Td [ (C) -0.39909 ] TJ /R34 6.9738 Tf 4.84297 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (\050) -0.39909 ] TJ /R40 6.9738 Tf 3.11289 0 Td [ (W) 40.6113 (H) -0.59864 ] TJ /R68 6.9738 Tf 14.2633 0 Td [ (\051) -0.39909 ] TJ /R11 9.9626 Tf 4.50898 -3.61484 Td (and) Tj /R70 9.9626 Tf 17.1418 0 Td (x) Tj /R40 6.9738 Tf 4.98086 -1.49492 Td [ (j) -0.70017 ] TJ /R38 9.9626 Tf 4.37305 1.49492 Td [ (2) -0.69964 ] TJ /R61 9.9626 Tf 8.97617 0 Td [ (R) -0.20095 ] TJ /R40 6.9738 Tf 7.19492 3.61484 Td [ (C) -0.39909 ] TJ /R34 6.9738 Tf 4.84219 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (\050) -0.39909 ] TJ /R40 6.9738 Tf 3.11289 0 Td [ (W) 40.6113 (H) -0.59864 ] TJ /R68 6.9738 Tf 14.2629 0 Td [ (\051) -0.40259 ] TJ /R11 9.9626 Tf 5.86992 -3.61484 Td [ (are) -276.986 <036174> -276.015 (matrix) -363.013 (for) 19.9942 (\055) ] TJ -161.476 -11.9551 Td [ (mats) -215.982 (of) ] TJ /R32 9.9626 Tf 31.4258 0 Td [ (\047) -0.20033 ] TJ /R36 9.9626 Tf 6.51719 0 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.87383 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49492 Td [ (i) -0.19955 ] TJ /R36 9.9626 Tf 3.3168 1.49492 Td [ (\051) -0.89936 ] TJ /R11 9.9626 Tf 6.02813 0 Td (and) Tj /R32 9.9626 Tf 16.5398 0 Td [ (\047) -0.19972 ] TJ /R36 9.9626 Tf 6.51719 0 Td [ (\050) -0.89936 ] TJ /R32 9.9626 Tf 3.875 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25273 -1.49492 Td [ (j) -0.70017 ] TJ /R36 9.9626 Tf 4.19805 1.49492 Td [ (\051) -0.89936 ] TJ /R11 9.9626 Tf 3.875 0 Td [ (\054) -223.019 (respecti) 24.9848 (v) 14.9828 (ely) 65.0161 (\056) -299.006 (\140softmax\047) -215.981 (indicates) ] TJ /R23 9.9626 Tf -102.674 -11.9559 Td [ (column\055wise) -293.99 (sof) 0.99861 (tmax) ] TJ /R11 9.9626 Tf 87.2328 0 Td [ (normalization\056) -441.017 (Gi) 24.986 (v) 14.9828 (en) -293.01 (the) -293.983 (normalized) ] TJ -87.2328 -11.9551 Td (cross\055correlation) Tj /R70 9.9626 Tf 69.3789 0 Td (A) Tj /R40 6.9738 Tf 6.64492 -1.49414 Td [ (i) -0.19955 (\073) -0.29932 (j) -0.69842 ] TJ /R11 9.9626 Tf 9.3832 1.49414 Td [ (\054) -245.015 (in) -243.986 (line) -243.984 (with) -78.0041 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 189.815 273.198 Tm (41) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 199.778 273.198 Tm [ (\135\054) -245.018 (we) -244 (use) -243.991 (a) -244.003 (small) -244.008 (neu\055) ] TJ -149.666 -11.9551 Td [ (ral) -329.005 (netw) 10.0087 (ork) ] TJ /R32 9.9626 Tf 49.6078 0 Td [ <14> -0.20095 ] TJ /R36 9.9626 Tf 7.43711 0 Td [ (\072) -0.80011 ] TJ /R61 9.9626 Tf 5.32695 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19492 3.61523 Td [ (\050) -0.39909 ] TJ /R40 6.9738 Tf 3.11406 0 Td [ (W) -0.40085 ] TJ /R34 6.9738 Tf 7.20391 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86602 0 Td [ (H) -0.59864 ] TJ /R68 6.9738 Tf 7.05898 0 Td [ (\051) -0.39909 ] TJ /R34 6.9738 Tf 1.75234 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86562 0 Td [ (\050) -0.39909 ] TJ /R40 6.9738 Tf 3.11406 0 Td [ (W) -0.40085 ] TJ /R34 6.9738 Tf 7.2043 0 Td [ <02> -0.89971 ] TJ /R40 6.9738 Tf 4.86562 0 Td [ (H) -0.59864 ] TJ /R68 6.9738 Tf 7.0582 0 Td [ (\051) -0.39909 ] TJ /R38 9.9626 Tf 3.45 -3.61523 Td (7\041) Tj /R61 9.9626 Tf 12.5219 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19609 3.61523 Td [ (6) -0.50062 ] TJ /R11 9.9626 Tf 6.3832 -3.61523 Td [ (to) -328.992 (re) 15.0098 (gress) -328.014 (the) -328.997 (param\055) ] TJ -150.221 -11.9547 Td [ (eters) -317.985 (of) -317.984 (a) -317.99 (geometric) -318.005 (transformation) ] TJ /R32 9.9626 Tf 145.87 0 Td [ (\034) -0.19972 ] TJ /R40 6.9738 Tf 4.35586 -1.49531 Td [ (i) -0.19955 (\073) -0.29757 (j) -0.70367 ] TJ /R11 9.9626 Tf 9.38203 1.49531 Td (\054) Tj /R23 9.9626 Tf 5.82813 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td [ (\056\054) -334.998 (six\055de) 14.9926 (gree) -317.993 (of) ] TJ -175.12 -11.9551 Td [ (freedom) -374.009 (\050translation\054) -406.013 (rotation) -373.987 (and) -374.99 (scale\051\056) ] TJ /R32 9.9626 Tf 174.205 0 Td [ (\034) -0.1985 ] TJ /R40 6.9738 Tf 4.35469 -1.49492 Td [ (i) -0.19955 (\073) -0.30107 (j) -0.70367 ] TJ /R36 9.9626 Tf 11.4242 1.49492 Td [ (\072) -0.79889 ] TJ /R61 9.9626 Tf 6.16992 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19492 3.61484 Td [ (2) -0.50062 ] TJ /R38 9.9626 Tf 7.87109 -3.61484 Td (7\041) Tj /R61 9.9626 Tf 13.3648 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19609 3.61484 Td [ (2) -0.50062 ] TJ /R11 9.9626 Tf -231.781 -15.5711 Td [ (gi) 24.9885 (v) 14.9828 (es) -202.004 (the) -201.998 (relations) -202.019 (between) -201.998 (the) -201.998 (spatial) -201.981 (coordinates) -201.981 (in) ] TJ /R32 9.9626 Tf 208.28 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 5.33008 1.49375 Td (and) Tj /R32 9.9626 Tf -221.864 -11.9547 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49414 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 6.68789 1.49414 Td [ (considering) -250.004 (the) -249.99 (corresponding) -250.004 (semantic) -250.012 (similarity\072) ] TJ /R70 8.9664 Tf 75.2223 -16.3281 Td (m) Tj /R55 5.9776 Tf 6.975 -0.99609 Td [ (i) -0.60039 ] TJ /R49 8.9664 Tf 5.72187 0.99609 Td [ (\075) -0.40026 ] TJ /R51 8.9664 Tf 9.72695 0 Td [ (\034) -0.40026 ] TJ /R55 5.9776 Tf 4.05703 -0.99609 Td [ (i) -0.60039 (\073) -0.59834 (j) -0.60039 ] TJ /R49 8.9664 Tf 8.83594 0.99609 Td [ (\050) -0.70113 ] TJ /R70 8.9664 Tf 3.5832 0 Td (m) Tj /R55 5.9776 Tf 6.97578 -0.99609 Td [ (j) -0.60039 ] TJ /R49 8.9664 Tf 3.90313 0.99609 Td [ (\051) -0.70113 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 82.268 0 Td (\0507\051) Tj /R11 9.9626 Tf -225.795 -18.3211 Td (where) Tj /R70 9.9626 Tf 26.7969 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49414 Td [ (i) -0.20042 ] TJ /R11 9.9626 Tf 5.77578 1.49414 Td [ (is) -247.004 (a) -246.983 (2\055D) -245.993 (spatial) -246.993 (coordinate) -247 (of) ] TJ /R32 9.9626 Tf 117.674 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49414 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 3.3168 1.49414 Td [ (\054) -247.015 (and) ] TJ /R70 9.9626 Tf 21.8 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49414 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 6.65703 1.49414 Td [ (the) -247.01 (cor) 19.9942 (\055) ] TJ -205.777 -11.9551 Td [ (responding) -258 (sampling) -257.992 (coordinates) -258.011 (in) ] TJ /R32 9.9626 Tf 144.77 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49492 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 4.19805 1.49492 Td [ (\056) -333.981 (Using) ] TJ /R32 9.9626 Tf 32.193 0 Td [ (\034) -0.1985 ] TJ /R40 6.9738 Tf 4.35469 -1.49492 Td [ (i) -0.19955 (\073) -0.30107 (j) -0.70367 ] TJ /R11 9.9626 Tf 9.3832 1.49492 Td [ (\054) -259.993 (we) -257.999 (can) ] TJ -203.152 -11.9547 Td [ (w) 10.0014 (arp) ] TJ /R32 9.9626 Tf 23.223 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49531 Td [ (i) -0.20042 ] TJ /R11 9.9626 Tf 6.725 1.49531 Td (to) Tj /R32 9.9626 Tf 11.1578 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49531 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 4.19805 1.49531 Td [ (\056) -586.017 (Similarly) 64.983 (\054) -364.995 (we) -341.983 (can) -341.986 (also) -342.007 (compute) ] TJ /R32 9.9626 Tf 140.337 0 Td [ (\034) -0.1985 ] TJ /R40 6.9738 Tf 4.35508 -1.49531 Td [ (j) 3.28027 (\073) -0.30107 (i) -0.19955 ] TJ /R11 9.9626 Tf 8.95313 1.49531 Td (\054) Tj /R23 9.9626 Tf 6.12773 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td (\056\054) Tj -231.269 -11.9563 Td [ (a) -343.006 (2\055D) -342.997 (w) 10.0014 (arping) -342.987 (from) ] TJ /R32 9.9626 Tf 85.5027 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49375 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 7.61602 1.49375 Td (to) Tj /R32 9.9626 Tf 11.1687 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49375 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 3.3168 1.49375 Td [ (\056) -588.997 (Let) -342.994 (us) -344.009 (consider) -342.984 (tw) 10.0081 (o) -342.997 (sam\055) ] TJ -124.113 -11.9551 Td [ (pling) -248.988 (coordinates) ] TJ /R70 9.9626 Tf 71.3688 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49375 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 5.79609 1.49375 Td (and) Tj /R70 9.9626 Tf 16.866 0 Td (n) Tj /R40 6.9738 Tf 5.53906 -1.49375 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 6.67695 1.49375 Td (in) Tj /R32 9.9626 Tf 10.2309 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49375 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 6.67773 1.49375 Td (and) Tj /R32 9.9626 Tf 16.8652 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 3.31719 1.49375 Td [ (\054) -249.015 (respecti) 24.986 (v) 14.9828 (ely) 65.0161 (\054) -249.015 (we) ] TJ -167.596 -11.9547 Td [ (introduce) -250.014 (a) -250.002 (semantic) -250.012 (matching) -250.004 (loss) -82.9812 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 194.271 118.997 Tm (41) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 204.234 118.997 Tm (\135\072) Tj /R53 8.9664 Tf -132.537 -19.9301 Td [ (L) -0.8999 ] TJ /R11 5.9776 Tf 6.34687 -0.99609 Td (long) Tj /R49 8.9664 Tf 13.6859 0.99609 Td [ (\075) -0.40026 ] TJ /R53 8.9664 Tf 9.72813 0 Td [ <00> -0.40026 ] TJ /R59 8.9664 Tf 7.16719 7.24297 Td [ <00> -0.10075 ] TJ 5.75977 1.275 Td [ (X) -0.60039 ] TJ /R70 5.9776 Tf 13.3109 -13.9469 Td (m) Tj /R74 4.9813 Tf 4.65 -1.26133 Td [ (i) -0.60039 ] TJ /R25 5.9776 Tf 3.15625 1.26133 Td [ (2) -0.30019 ] TJ /R19 5.9776 Tf 4.98203 0 Td [ <0a> -0.40026 ] TJ /R59 8.9664 Tf 7.23594 13.9469 Td [ (X) -0.60039 ] TJ /R70 5.9776 Tf 13.3109 -13.9469 Td (o) Tj /R74 4.9813 Tf 2.98906 -1.26133 Td [ (j) -0.20095 ] TJ /R25 5.9776 Tf 3.72187 1.26133 Td [ (2) -0.30019 ] TJ /R19 5.9776 Tf 4.98086 0 Td [ <0a> -0.40026 ] TJ /R70 8.9664 Tf 7.23711 5.42891 Td (A) Tj /R55 5.9776 Tf 5.98125 -0.99609 Td [ (i) -0.60039 (\073) -0.59834 (j) -0.60039 ] TJ /R49 8.9664 Tf 8.83477 0.99609 Td [ (\050) -0.70113 ] TJ /R70 8.9664 Tf 3.58398 0 Td (m) Tj /R55 5.9776 Tf 6.97617 -0.99609 Td [ (i) -0.60039 ] TJ /R51 8.9664 Tf 3.16094 0.99609 Td [ (\073) -0.501 ] TJ /R70 8.9664 Tf 4.09609 0 Td (o) Tj /R55 5.9776 Tf 4.48281 -0.99609 Td [ (j) -0.5963 ] TJ /R49 8.9664 Tf 3.90313 0.99609 Td [ (\051) -0.69977 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ <13> -0.80051 ] TJ /R49 8.9664 Tf 3.26211 0 Td [ (\050) -0.69977 ] TJ /R70 8.9664 Tf 3.58398 0 Td (m) Tj /R55 5.9776 Tf 6.975 -0.99609 Td [ (i) -0.60039 ] TJ /R51 8.9664 Tf 3.16172 0.99609 Td [ (\073) -0.501 ] TJ /R70 8.9664 Tf 4.09609 0 Td (o) Tj /R55 5.9776 Tf 4.4832 -0.99609 Td [ (j) -0.5963 ] TJ /R49 8.9664 Tf 3.90273 0.99609 Td [ (\051) -0.69977 (\053) -0.40026 ] TJ /R59 8.9664 Tf -139.643 -6.87109 Td [ (X) -0.60039 ] TJ /R70 5.9776 Tf 13.3109 -13.948 Td (n) Tj /R74 4.9813 Tf 3.32305 -1.26094 Td [ (j) -0.20095 ] TJ /R25 5.9776 Tf 3.72187 1.26094 Td [ (2) -0.30019 ] TJ /R19 5.9776 Tf 4.98125 0 Td [ <0a> -0.40026 ] TJ /R59 8.9664 Tf 7.23711 13.948 Td [ (X) -0.60039 ] TJ /R70 5.9776 Tf 13.3109 -13.948 Td (o) Tj /R74 4.9813 Tf 2.98906 -1.26094 Td [ (i) -0.60039 ] TJ /R25 5.9776 Tf 3.15586 1.26094 Td [ (2) -0.30019 ] TJ /R19 5.9776 Tf 4.98086 0 Td [ <0a> -0.40026 ] TJ /R70 8.9664 Tf 7.23711 5.43008 Td (A) Tj /R55 5.9776 Tf 5.98086 -0.99687 Td [ (j) 6.38165 (\073) -0.59834 (i) -0.60039 ] TJ /R49 8.9664 Tf 8.44805 0.99687 Td [ (\050) -0.70113 ] TJ /R70 8.9664 Tf 3.5832 0 Td (n) Tj /R55 5.9776 Tf 4.98594 -0.99687 Td [ (j) -0.60039 ] TJ /R51 8.9664 Tf 3.90195 0.99687 Td [ (\073) -0.501 ] TJ /R70 8.9664 Tf 4.09609 0 Td (o) Tj /R55 5.9776 Tf 4.48281 -0.99687 Td [ (i) -0.60039 ] TJ /R49 8.9664 Tf 3.16211 0.99687 Td [ (\051) -0.69977 ] TJ /R51 8.9664 Tf 3.58398 0 Td [ <13> -0.80051 ] TJ /R49 8.9664 Tf 3.26211 0 Td [ (\050) -0.69977 ] TJ /R70 8.9664 Tf 3.58398 0 Td (m) Tj /R55 5.9776 Tf 6.975 -0.99687 Td [ (i) -0.60039 ] TJ /R51 8.9664 Tf 3.16211 0.99687 Td [ (\073) -0.501 ] TJ /R70 8.9664 Tf 4.0957 0 Td (o) Tj /R55 5.9776 Tf 4.4832 -0.99687 Td [ (i) -0.60039 ] TJ /R49 8.9664 Tf 3.16172 0.99687 Td [ (\051) -0.69977 ] TJ /R59 8.9664 Tf 3.58398 7.2418 Td [ <01> -0.10075 ] TJ /R51 8.9664 Tf 4.22305 -7.2418 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 18.5191 6.33086 Td (\0508\051) Tj /R11 9.9626 Tf 32.9551 620.028 Td (where) Tj /R36 9.9626 Tf 28.393 0 Td [ <0a> -0.20095 ] TJ /R11 9.9626 Tf 11.2488 0 Td [ (refers) -407.003 (to) -407.018 (the) -406.984 (image) -407.015 (lattice\054) ] TJ /R70 9.9626 Tf 114.448 0 Td (A) Tj /R40 6.9738 Tf 6.64531 -1.49414 Td [ (i) -0.19605 (\073) -0.30107 (j) -0.70017 ] TJ /R36 9.9626 Tf 9.38281 1.49414 Td [ (\050) -0.90181 ] TJ /R70 9.9626 Tf 3.87383 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49414 Td [ (i) -0.19605 ] TJ /R32 9.9626 Tf 3.3168 1.49414 Td [ (\073) -0.80379 ] TJ /R70 9.9626 Tf 4.42812 0 Td (o) Tj /R40 6.9738 Tf 4.98086 -1.49414 Td [ (j) -0.70017 ] TJ /R36 9.9626 Tf 4.19805 1.49414 Td [ (\051) -0.90181 ] TJ /R38 9.9626 Tf 7.87617 0 Td [ (2) -0.69596 ] TJ /R36 9.9626 Tf 9.78203 0 Td [ (\133) -0.80379 (0) ] TJ /R32 9.9626 Tf 7.74805 0 Td [ (\073) -0.80379 ] TJ /R36 9.9626 Tf 4.42773 0 Td [ (1\135) -0.80379 ] TJ /R11 9.9626 Tf -228.501 -11.9551 Td [ (gi) 24.9885 (v) 14.9828 (es) -311.004 (the) -312.019 (similarity) -310.995 (v) 24.9811 (alue) -311.982 (between) -311.002 (the) -312.017 (positions) ] TJ /R70 9.9626 Tf 195.41 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49492 Td [ (i) -0.19605 ] TJ /R11 9.9626 Tf 6.41992 1.49492 Td (and) Tj /R70 9.9626 Tf 17.4898 0 Td (o) Tj /R40 6.9738 Tf 4.98125 -1.49492 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf -232.052 -10.4602 Td (in) Tj /R32 9.9626 Tf 11.352 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 6.91797 1.49492 Td (and) Tj /R32 9.9626 Tf 17.9871 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 4.19805 1.49492 Td [ (\054) -388.991 (and) ] TJ /R32 9.9626 Tf 24.3559 0 Td [ <13> -0.89936 ] TJ /R36 9.9626 Tf 3.52617 0 Td [ (\050) -0.90181 ] TJ /R70 9.9626 Tf 3.875 0 Td (m) Tj /R40 6.9738 Tf 7.75078 -1.49492 Td [ (i) -0.19955 ] TJ /R32 9.9626 Tf 3.31602 1.49492 Td [ (\073) -0.80379 ] TJ /R70 9.9626 Tf 4.42812 0 Td (o) Tj /R40 6.9738 Tf 4.98203 -1.49492 Td [ (j) -0.70017 ] TJ /R36 9.9626 Tf 4.19688 1.49492 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 7.47617 0 Td [ (determines) -361.013 (if) -362.013 (the) -360.989 (correspon\055) ] TJ -120.87 -11.9547 Td [ (dence) -458.004 (between) ] TJ /R70 9.9626 Tf 65.5547 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49531 Td [ (i) -0.19955 ] TJ /R11 9.9626 Tf 7.88086 1.49531 Td (and) Tj /R70 9.9626 Tf 18.95 0 Td (o) Tj /R40 6.9738 Tf 4.98125 -1.49531 Td [ (j) -0.70017 ] TJ /R11 9.9626 Tf 8.76094 1.49531 Td [ (is) -457.987 (geometrically) -458.007 (consistent\056) -372.011 (If) ] TJ /R38 9.9626 Tf -113.879 -11.9563 Td [ (j) -0.79889 (j) -0.80134 ] TJ /R70 9.9626 Tf 5.53477 0 Td (m) Tj /R40 6.9738 Tf 7.75117 -1.49375 Td [ (i) -0.19955 ] TJ /R32 9.9626 Tf 3.31602 1.49375 Td [ (\073) -167.788 (\034) -0.1985 ] TJ /R40 6.9738 Tf 8.78281 -1.49375 Td [ (i) -0.19955 (\073) -0.30107 (j) -0.70367 ] TJ /R36 9.9626 Tf 9.3832 1.49375 Td [ (\050) -0.90181 ] TJ /R70 9.9626 Tf 3.87383 0 Td (o) Tj /R40 6.9738 Tf 4.98203 -1.49375 Td [ (j) -0.70017 ] TJ /R36 9.9626 Tf 4.19805 1.49375 Td [ (\051) -0.90181 ] TJ /R38 9.9626 Tf 3.87383 0 Td [ (j) -0.79889 (j) -24.79 <14> -0.79889 ] TJ /R36 9.9626 Tf 13.7723 0 Td (1) Tj /R11 9.9626 Tf 4.98203 0 Td (\054) Tj /R32 9.9626 Tf 4.98086 0 Td [ <13> -0.89936 ] TJ /R36 9.9626 Tf 3.77109 0 Td [ (\075) -24.7875 (1) ] TJ /R11 9.9626 Tf 12.9738 0 Td [ (\073) -249.99 (otherwise) ] TJ /R32 9.9626 Tf 46.4852 0 Td [ <13> -0.90181 ] TJ /R36 9.9626 Tf 3.7707 0 Td [ (\075) -24.79 (0) ] TJ /R11 9.9626 Tf 12.9742 0 Td (\056) Tj /R9 9.9626 Tf -155.406 -12.4039 Td [ (V) 37.0159 (ideo) -262.013 (Granularity) -260.996 (Analysis\072) -332.993 (Global) -261.986 (and) -262 (Discriminati) 10.0081 (v) 10.0032 (e) ] TJ 11.9551 TL T* [ (Repr) 18.0043 (esentation) -317.989 (Lear) 14.9877 (ning) 15.0171 (\056) ] TJ /R11 9.9626 Tf 114.361 0 Td [ (So) -318.006 (f) 9.99343 (ar) 39.9835 (\054) -335.978 (we) -317.986 (ha) 19.9967 (v) 14.9828 (e) -317.991 (used) -318.016 (the) -318.996 (pair) 20.0016 (\055) ] TJ -114.361 -11.9551 Td [ (wise) -437.013 (cross\055frame) -436.983 (information) -436 (in) -437.015 (local) -437.015 (and) -437.02 (long) -437 (terms) -437.005 (to) ] TJ T* [ (boost) -331.994 (the) -332.996 (learning) -332.006 (of) ] TJ /R32 9.9626 Tf 87.9582 0 Td [ (\047) -0.1985 ] TJ /R11 9.9626 Tf 6.5168 0 Td (\056) Tj /R32 9.9626 Tf 8.04414 0 Td [ (\047) -0.20095 ] TJ /R11 9.9626 Tf 9.82891 0 Td [ (is) -332.008 (also) -332.989 (desired) -332.013 (to) -332.993 (learn) -331.984 (a) -333.008 (com\055) ] TJ -112.348 -11.9559 Td [ (pact) -364.015 (and) -364.993 (globally) -363.981 (discriminati) 24.9909 (v) 14.9828 (e) -365.003 (video) -363.998 (representation\056) -653.984 (T) 79.9916 (o) ] TJ T* [ (achie) 25.0154 (v) 14.9828 (e) -234.985 (this\054) -236.992 (we) -234.983 (use) -233.993 (a) ] TJ /R23 9.9626 Tf 87.9496 0 Td [ (global) -234.985 (information) -234.015 (a) 10.0032 (g) 10.0032 (gr) 36.984 (e) 39.9884 (gation) ] TJ /R11 9.9626 Tf 127.269 0 Td (mod\055) Tj -215.219 -11.9551 Td [ (ule) -443.997 (which) -443.009 (performs) -443.99 (video) -443.985 (granularity) -443 (analysis) -444.014 (within) -444.009 (an) ] TJ T* [ (unsupervised) -394.015 (video) -393.996 (embedding) -394.018 (learning) -393.993 (frame) 25.0105 (w) 10.0032 (ork) -227.996 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 525.14 566.126 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 530.121 566.126 Tm [ (\135) -394.018 (to) ] TJ -221.259 -11.9551 Td [ (le) 25.0179 (v) 14.9828 (erage) -250.01 (supervision) -249.993 (signals) -250.002 (from) -249.988 (dif) 24.986 (ferent) -250.002 (videos\056) ] TJ 11.9551 -12.4039 Td [ (Starting) -176.99 (with) -177.007 (our) -176.983 (global) -177.005 (information) -178.005 (aggre) 15.0171 (g) 4.98446 (ation) -177.01 (module\054) ] TJ -11.9551 -11.9563 Td [ (we) -335.986 (split) ] TJ /R38 9.9626 Tf 35.4703 0 Td [ (X) -0.29897 ] TJ /R36 9.9626 Tf 8.93203 0 Td [ (\075) -0.79889 ] TJ /R38 9.9626 Tf 9.57383 0 Td (f) Tj /R32 9.9626 Tf 4.11914 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (t) -0.59864 ] TJ /R38 9.9626 Tf 2.14688 1.49375 Td (g) Tj /R40 6.9738 Tf 4.98125 3.61602 Td [ (T) -0.79819 ] TJ 6.08789 TL T* [ (t) -0.59864 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0751) -0.50062 ] TJ /R11 9.9626 Tf 12.5691 2.47187 Td (into) Tj /R32 9.9626 Tf 18.8461 0 Td [ (K) -0.29897 ] TJ /R11 9.9626 Tf 12.518 0 Td [ (se) 15.0171 (gments) -335.993 (of) -335.003 (equal) -336.013 (durations\072) ] TJ /R38 9.9626 Tf -120.42 -11.9551 Td [ (X) -0.29897 ] TJ /R36 9.9626 Tf 7.54336 0 Td [ (\075) -0.79889 ] TJ /R38 9.9626 Tf 9.04688 0 Td [ (\133) -0.70086 ] TJ /R40 6.9738 Tf 6.6418 3.61602 Td [ (K) -0.89971 ] TJ 6.43672 TL T* [ (k) -0.29757 ] TJ /R68 6.9738 Tf 4.4043 0 Td [ (\0751) -0.50062 ] TJ /R38 9.9626 Tf 10.5848 2.8207 Td [ (X) -0.29897 ] TJ /R40 6.9738 Tf 7.10586 -1.49375 Td [ (k) -0.29757 ] TJ /R11 9.9626 Tf 4.90234 1.49375 Td [ (\056) -341 (F) 14.9926 (or) -261.013 (each) -260.003 (se) 15.0171 (gment) ] TJ /R38 9.9626 Tf 78.6688 0 Td [ (X) -0.29897 ] TJ /R40 6.9738 Tf 7.10625 -1.49375 Td [ (k) -0.30107 ] TJ /R11 9.9626 Tf 4.90195 1.49375 Td [ (\054) -263.01 (we) -259.996 (randomly) -260.986 (sample) -260.015 (a) ] TJ -140.906 -11.9547 Td [ (single) -228.994 (frame\054) -234 (resulting) -228.986 (in) -229.989 (a) ] TJ /R32 9.9626 Tf 108.038 0 Td [ (K) -0.29897 ] TJ /R11 9.9626 Tf 7.59883 0 Td [ (\055frame) -228.986 (abstract) ] TJ /R38 9.9626 Tf 62.1051 0 Td [ (X) -0.29897 ] TJ /R34 6.9738 Tf 8.56484 3.61484 Td [ (0) -0.39909 ] TJ /R36 9.9626 Tf 2.24219 -3.61484 Td [ (\075) -0.80379 ] TJ /R38 9.9626 Tf 7.99297 0 Td (f) Tj /R32 9.9626 Tf 4.98203 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49414 Td [ (t) -0.60214 ] TJ /R74 4.9813 Tf 3.00977 -1.05703 Td (k) Tj /R38 9.9626 Tf 4.85313 2.55117 Td (g) Tj /R40 6.9738 Tf 4.98203 3.61484 Td [ (K) -0.89621 ] TJ 6.43594 TL T* [ (k) -0.30107 ] TJ /R68 6.9738 Tf 4.40313 0 Td [ (\0751) -0.49712 ] TJ /R11 9.9626 Tf -227.025 -9.13398 Td (of) Tj /R38 9.9626 Tf 10.8098 0 Td [ (X) -0.29897 ] TJ /R11 9.9626 Tf 8.56523 0 Td (\056) Tj /R38 9.9626 Tf 5.64063 0 Td [ (X) -0.29897 ] TJ /R34 6.9738 Tf 8.56602 3.61484 Td [ (0) -0.39909 ] TJ /R11 9.9626 Tf 5.30625 -3.61484 Td [ (reduces) -251.997 (the) -251.99 (redundanc) 14.9877 (y) -251.992 (among) -252.012 (successi) 24.9958 (v) 14.9828 (e) -252.002 (frames) ] TJ -38.8879 -11.9551 Td [ (while) -250.02 (preserving) -250.02 (global) -250.012 (information\056) ] TJ 11.9547 -12.4039 Td [ (W) 39.9933 (ith) -246.018 (a) -244.984 (similar) -246.006 (spirit) -244.989 (of) ] TJ /R23 9.9626 Tf 92.6402 0 Td [ (k) 9.99343 (e) 29.9901 (y) ] TJ /R11 9.9626 Tf 12.8719 0 Td (\055) Tj /R23 9.9626 Tf 3.31719 0 Td (value) Tj /R11 9.9626 Tf 24.025 0 Td [ (retrie) 25.0154 (v) 24.9811 (al) -245.993 (netw) 10.0081 (orks) -78.0115 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 529.337 469.587 Tm (46) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 539.3 469.587 Tm (\135\054) Tj -230.438 -11.9563 Td [ (for) -313.989 (each) ] TJ /R32 9.9626 Tf 36.1293 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (t) -0.59864 ] TJ /R74 4.9813 Tf 3.01016 -1.05703 Td (k) Tj /R38 9.9626 Tf 7.1457 2.55078 Td [ (2) -230.714 (X) -0.29897 ] TJ /R34 6.9738 Tf 17.4992 3.61602 Td [ (0) -0.39909 ] TJ /R11 9.9626 Tf 2.79492 -3.61602 Td [ (\054) -329.982 (we) -315.009 (set) -314.016 (it) -314.011 (as) -313.987 (a) ] TJ /R23 9.9626 Tf 62.3809 0 Td (query) Tj /R11 9.9626 Tf 25.816 0 Td [ (and) -313.982 (the) -314.996 (rem) 0.98513 (aining) ] TJ -163.03 -11.9547 Td (frames) Tj /R38 9.9626 Tf 29.377 0 Td [ (X) -0.29897 ] TJ /R34 6.9738 Tf 8.56484 3.61602 Td [ (0) -0.39909 ] TJ /R32 9.9626 Tf 2.79492 -3.61602 Td [ (\075X) -0.49992 ] TJ /R40 6.9738 Tf 13.2352 -1.49414 Td [ (t) -0.59864 ] TJ /R74 4.9813 Tf 3.01016 -1.05703 Td (k) Tj /R11 9.9626 Tf 7.12188 2.55117 Td (as) Tj /R23 9.9626 Tf 10.568 0 Td [ (r) 37.0183 (efer) 37.0183 (ence) ] TJ /R11 9.9626 Tf 36.8809 0 Td [ (\056) -303.003 (Then) -227.011 (we) -228.001 (compute) -228.016 (the) -227.991 (normal\055) ] TJ -111.553 -11.9551 Td [ (ized) -249.995 (cross\055correlation) -250.012 (between) -249.993 (the) -249.988 (query) -249.988 (and) -249.993 (reference\072) ] TJ /R70 8.9664 Tf 8.31289 -19.7781 Td (A) Tj /R55 5.9776 Tf 5.98008 -0.99609 Td [ (t) -0.80051 ] TJ /R74 4.9813 Tf 2.85078 -1.4 Td (k) Tj /R49 8.9664 Tf 3.06797 2.39609 Td [ (\075) -0.40026 ] TJ /R11 8.9664 Tf 8.19219 0 Td (softmax) Tj /R49 8.9664 Tf 28.8891 0 Td [ (\050) -0.69977 ] TJ /R70 8.9664 Tf 3.58398 0 Td (x) Tj /R55 5.9776 Tf 4.48281 -0.99609 Td [ (t) -0.80051 ] TJ /R74 4.9813 Tf 2.85 -1.4 Td (k) Tj /R25 5.9776 Tf -2.78398 6.70313 Td [ (\076) -1 ] TJ /R49 8.9664 Tf 6.25391 -4.30703 Td [ (\133) -0.501 ] TJ /R53 8.9664 Tf 2.56016 0 Td [ (f) -0.90126 ] TJ /R70 8.9664 Tf 4.6082 0 Td (x) Tj /R55 5.9776 Tf 4.48281 -0.99609 Td [ (t) -0.80051 ] TJ /R74 4.9813 Tf 2.85 -2.175 Td (k) Tj /R78 4.9813 Tf 3.85703 1.46602 Td [ (0) -1 ] TJ /R53 8.9664 Tf 3.69102 1.70508 Td [ (g) -0.90126 ] TJ /R55 5.9776 Tf 4.60781 -0.99609 Td [ (t) -0.79235 ] TJ /R74 4.9813 Tf 2.85 -2.175 Td (k) Tj /R78 4.9813 Tf 3.85703 1.46602 Td [ (0) -1.00964 ] TJ /R49 8.9664 Tf 3.69102 1.70508 Td [ (\135) -0.501 (\051) -0.70249 ] TJ /R53 8.9664 Tf 8.7043 0 Td [ (2) -0.20149 ] TJ /R49 8.9664 Tf 8.70273 0 Td [ (\133) -0.501 (0) -0.89854 ] TJ /R51 8.9664 Tf 7.16797 0 Td [ (\073) -0.501 ] TJ /R49 8.9664 Tf 4.09531 0 Td [ (1) -0.89854 (\135) -0.501 ] TJ /R19 5.9776 Tf 7.16797 4.30703 Td [ (\050) -0.49828 ] TJ /R55 5.9776 Tf 2.87773 0 Td [ (W) 50.122 (H) -0.49828 ] TJ /R19 5.9776 Tf 13.0012 0 Td [ (\051) -0.49828 ] TJ /R25 5.9776 Tf 2.87812 0 Td [ <02> -1.00473 ] TJ /R19 5.9776 Tf 5.75586 0 Td [ (\050) -0.49828 ] TJ /R55 5.9776 Tf 2.87891 0 Td [ (W) 50.122 (H) -0.49828 ] TJ /R19 5.9776 Tf 11.7281 0 Td [ (\050) -0.49828 ] TJ /R55 5.9776 Tf 2.87812 0 Td [ (K) -0.69432 ] TJ /R25 5.9776 Tf 6.54492 0 Td [ <00> -1.00473 ] TJ /R19 5.9776 Tf 5.75586 0 Td [ (1) -0.10619 (\051) -0.49011 (\051) -0.49828 ] TJ /R51 8.9664 Tf 9.90703 -4.30703 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 17.016 0 Td (\0509\051) Tj /R11 9.9626 Tf -225.795 -20.7738 Td (where) Tj /R32 9.9626 Tf 27.1051 0 Td [ (k) -0.60039 ] TJ /R34 6.9738 Tf 5.5 3.61484 Td [ (0) -0.39909 ] TJ /R38 9.9626 Tf 4.41289 -3.61484 Td [ (2) -162.686 (f) ] TJ /R36 9.9626 Tf 13.241 0 Td (1) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R38 9.9626 Tf 4.42812 0 Td [ <01> -167.788 <01> -166.808 <01> -0.79889 ] TJ /R32 9.9626 Tf 14.9437 0 Td [ (\073) -167.788 (K) -0.29897 ] TJ /R38 9.9626 Tf 13.6023 0 Td (g) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\075k) -0.59794 ] TJ /R11 9.9626 Tf 10.482 0 Td [ (\054) -285.006 (and) -277.008 (\140\133) ] TJ /R38 9.9626 Tf 29.1129 0 Td [ <01> -0.80379 ] TJ /R11 9.9626 Tf 2.76797 0 Td [ (\135\047) -277.998 (denotes) -276.993 (the) -277.983 (concatena\055) ] TJ -135.558 -11.9551 Td [ (tion) -280.007 (operation\056) ] TJ /R70 9.9626 Tf 62.4008 0 Td (x) Tj /R40 6.9738 Tf 4.98203 -1.49492 Td [ (t) -0.59864 ] TJ /R74 4.9813 Tf 3.00898 -1.05703 Td (k) Tj /R38 9.9626 Tf 6.51719 2.55195 Td [ (2) -0.70086 ] TJ /R61 9.9626 Tf 7.4418 0 Td [ (R) -0.20095 ] TJ /R40 6.9738 Tf 7.19609 3.61484 Td [ (C) -0.39909 ] TJ /R34 6.9738 Tf 4.84219 0 Td [ <02> 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(OS) ] TJ /R11 9.9626 Tf 11.9551 -16.9363 Td [ (W) 79.9873 (e) -448.008 (no) 24.986 (w) -448 (describe) -447.016 (the) -447.996 (netw) 10.0094 (ork) -447.996 (architecture) -448.001 (during) -448.018 (the) ] TJ -11.9551 -11.9547 Td [ (training) -478.009 (and) -477.993 (inference) -478.005 (phases\056) -994.014 (An) -477.991 (appealing) -478.016 (adv) 24.9811 (antage) ] TJ 11.9563 TL T* [ (of) -372.995 (our) -374.009 (multi) 1.01883 (\055granularity) -373.993 (V) 39.9958 (OS) -373.019 (netw) 10.0094 (ork) -372.989 (is) -372.984 (that\054) -403.994 (after) -373.984 (being) ] TJ 11.9551 TL T* [ (trained) -273.981 (in) -273.981 (a) -273.998 <756e69026564> -274.981 (mode\054) -280.011 (it) -274.018 (can) -273.997 (be) -273.992 (directly) -274.013 (applied) -274.993 (to) -273.981 (both) ] TJ T* [ (Z\055V) 39.997 (OS) -250.02 (and) -249.992 (O\055V) 39.9958 (OS) -250.02 (settings) -249.997 (with) -250.015 (only) -250.015 (slight) -250 (adaption\056) ] TJ /R9 9.9626 Tf T* [ (Netw) 9.99649 (ork) -348.985 (Ar) 17.9958 (chitectur) 18.0092 (e\056) ] TJ /R11 9.9626 Tf 102.827 0 Td [ (Our) -348.996 (whole) -348.004 (module) -349.01 (is) -348.008 (end\055to\055end) ] TJ -102.827 -11.9551 Td [ (trainable\056) -603.019 (The) -348.015 (video) -348.002 (representation) -347.997 (s) 0.98635 (pace) ] TJ /R32 9.9626 Tf 173.412 0 Td [ (\047) -0.1985 ] TJ /R11 9.9626 Tf 9.98086 0 Td [ (is) -348.008 (learned) -348.02 (by) ] TJ -183.393 -11.9551 Td [ (a) -295.014 (fully) -294.009 (con) 39.9988 (v) 20.0016 (olutional) -295.005 (netw) 10.0094 (ork\054) -306.018 (whose) -294.995 (design) -294.005 (is) -294.997 (inspired) -294.983 (by) ] TJ 11.9559 TL T* [ (ResNet\05550) -56.9825 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 96.6074 391.834 Tm (13) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 106.57 391.834 Tm [ (\135\056) -301.01 (In) -224 (particular) 40.0056 (\054) -229.018 (the) -223.994 <02727374> -222.997 (four) -224 (groups) -224.019 (of) -224 (con) 39.9982 (v) 20.0016 (o\055) ] TJ -56.4578 -11.9551 Td [ (lutional) -321.005 (layers) -322.019 (in) -320.993 (ResNet) -322.004 (are) -321.018 (preserv) 15.0183 (ed) -321.985 (and) -321 (dilated) -322.003 (con) 39.9982 (v) 20.0016 (o\055) ] TJ 11.9547 TL T* [ (lutional) -245.998 (layer) -79.9866 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 107.038 367.924 Tm (72) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 117.001 367.924 Tm [ (\135) -246.002 (is) -245.985 (used) -245.986 (to) -245.986 (maintain) -246.002 (enough) -246.998 (spatial) -246.013 (details) ] TJ -66.8887 -11.9551 Td [ (as) -279.991 (well) -279 (as) -279.991 (ensure) -279.009 (a) -279.997 (lar) 17.997 (ge) -279.011 (recepti) 25.0191 (v) 14.9828 (e) -279.997 <02656c642c> -286.986 (resulting) -279.997 (in) -279 (a) -279.997 (512\055) ] TJ 11.9551 TL T* [ (channel) -322.996 (feature) -323.992 (representation) ] TJ /R70 9.9626 Tf 124.745 0 Td (x) Tj /R11 9.9626 Tf 8.20391 0 Td [ (whose) -322.99 (spatial) -324 (dimensions) ] TJ -132.949 -11.9559 Td (are) Tj /R36 9.9626 Tf 14.6551 0 Td (1) Tj /R32 9.9626 Tf 4.98086 0 Td (\075) Tj /R36 9.9626 Tf 4.98203 0 Td (4) Tj /R11 9.9626 Tf 7.47187 0 Td [ (of) -249.996 (an) -249.997 (input) -250.007 (video) -250.018 (frame) ] TJ /R32 9.9626 Tf 96.009 0 Td [ (X) -0.49992 ] TJ /R11 9.9626 Tf 9.03516 0 Td (\056) Tj -125.179 -11.9551 Td [ (During) -330.982 (training\054) -351.008 (we) -331.985 (use) -330.996 (a) -331.008 (mini\055batch) -331.006 (of) ] TJ /R32 9.9626 Tf 165.787 0 Td [ (N) -0.49992 ] TJ /R36 9.9626 Tf 9.74531 0 Td [ (\075) -175.782 (16) ] TJ /R11 9.9626 Tf 22.7508 0 Td (videos) Tj -210.238 -11.9551 Td [ (and) -301.003 (scale) -301.009 (all) -300.999 (the) -301.001 (training) -301.018 (frames) -301.005 (into) ] TJ /R36 9.9626 Tf 151.035 0 Td (256) Tj /R38 9.9626 Tf 15.0109 0 Td [ <02> -0.79889 ] TJ /R36 9.9626 Tf 7.8168 0 Td (256) Tj /R11 9.9626 Tf 17.943 0 Td [ (pix) 14.995 (els\056) -463.009 (F) 14.9926 (or) ] TJ -191.806 -11.9551 Td [ (frame) -309.991 (granularity) -308.98 (analysis\054) -325.013 (all) -310.017 (the) -310.019 (frames) -309.005 (access) -309.992 (to) -310.014 (the) -310.019 (su\055) ] TJ T* [ (pervision) -250.004 (signal) -250.011 (from) -249.986 (the) -249.99 (loss) ] TJ /R38 9.9626 Tf 120.377 0 Td [ (L) -0.69964 ] TJ /R11 6.9738 Tf 6.87188 -1.49531 Td (frame) Tj /R11 9.9626 Tf 19.2512 1.49531 Td [ (in) -249.985 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 221.239 284.238 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 226.221 284.238 Tm (\056) Tj -164.154 -11.9551 Td [ (F) 14.992 (or) -257.014 (short\055term) -256.988 (granularity) -256.989 (analysis\054) -258.985 (six) -256.999 (successi) 24.9934 (v) 14.9828 (e) -256.982 (video) ] TJ -11.9551 -11.9563 Td [ (frames) -210.981 (are) -212.015 <02727374> -211 (randomly) -210.992 (sampled) -212.016 (from) -211.014 (each) -210.992 (training) -212.014 (video\054) ] TJ 11.9547 TL T* [ (resulting) -404.015 (in) -405.018 (a) -404.996 (six\055frame) -403.999 (video) -405.012 (clip\056) -772.991 (F) 14.9926 (or) -404.989 (each) -404.018 (video) -405.013 (clip\054) ] TJ T* [ (we) -236.001 (further) -235.997 (sample) -236.017 (thre) 0.98513 (e) -236.005 (video) -235.981 (frames) -235.996 (orderly) -235.988 (and) -235.995 (randomly) ] TJ T* [ (crop) -420.986 (a) ] TJ /R36 9.9626 Tf 30.5238 0 Td (64) Tj /R38 9.9626 Tf 11.7813 0 Td [ <02> -0.7995 ] TJ /R36 9.9626 Tf 9.56797 0 Td (64) Tj /R11 9.9626 Tf 14.1609 0 Td [ (patch) -421.019 (as) ] TJ /R32 9.9626 Tf 38.275 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 5.01211 0 Td [ (\056) -824.017 (W) 39.9946 (ith) -421.988 (the) -420.981 (feature) -422.015 (embedding) ] TJ /R32 9.9626 Tf -109.321 -11.9551 Td [ (\047) -0.20033 ] TJ /R36 9.9626 Tf 6.5168 0 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.875 0 Td [ (p) -0.09986 ] TJ /R36 9.9626 Tf 5.01211 0 Td [ (\051) -0.89997 ] TJ /R38 9.9626 Tf 4.98086 0 Td [ (2) -0.70025 ] TJ /R61 9.9626 Tf 7.74922 0 Td [ (R) -0.19972 ] TJ /R68 6.9738 Tf 7.19492 3.61523 Td [ (1) -0.49974 (6) -0.50062 ] TJ /R34 6.9738 Tf 6.58203 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (1) -0.49974 (6) -0.49887 ] TJ /R34 6.9738 Tf 6.58203 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (6) -0.50062 (4) -0.49887 ] TJ /R11 9.9626 Tf 10.4199 -3.61523 Td (of) Tj /R32 9.9626 Tf 10.2793 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 5.01289 0 Td [ (\054) -208.982 (we) -198.988 (forw) 10 (ard\055backw) 9.99588 (ard) -198.009 (track) ] TJ /R32 9.9626 Tf 115.419 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 6.99336 0 Td [ (and) -198.982 (get) ] TJ -207.71 -11.9551 Td [ (its) -342.981 <026e616c> -343.999 (backw) 10.002 (ard) -343.004 (tracking) -344.004 (response) -342.987 (map) ] TJ /R32 9.9626 Tf 170.944 0 Td [ (S) -0.1985 ] TJ /R34 6.9738 Tf 6.10898 -1.49492 Td [ (\050) -0.89971 ] TJ /R38 9.9626 Tf 9.91094 1.49492 Td [ (2) -0.70086 ] TJ /R36 9.9626 Tf 9.47188 0 Td [ (\133) -0.79889 (0) ] TJ /R32 9.9626 Tf 7.74922 0 Td [ (\073) -0.79889 ] TJ /R36 9.9626 Tf 4.42773 0 Td [ (1\135) -0.79889 ] TJ /R68 6.9738 Tf 7.74922 3.61523 Td [ (6) -0.50062 (4) -0.50062 ] TJ /R34 6.9738 Tf 6.58086 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.50062 ] TJ /R11 9.9626 Tf -227.809 -15.5711 Td [ (via) -352.992 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 81.2152 188.596 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 86.1965 188.596 Tm [ (\056) -618.992 (F) 14.992 (or) -352.999 (computing) -352.991 (the) -352.993 (loss) -353.015 (in) -352.988 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 219.586 188.596 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 224.567 188.596 Tm [ (\054) -378.993 (the) -352.993 (Gaussian\055) ] TJ -174.455 -11.9551 Td [ (shape) -348.993 (map) ] TJ /R32 9.9626 Tf 46.791 0 Td [ (G) -0.30019 ] TJ /R40 6.9738 Tf 7.83281 -1.49375 Td [ (p) -0.89971 ] TJ /R38 9.9626 Tf 7.53594 1.49375 Td [ (2) -0.69964 ] TJ /R36 9.9626 Tf 9.57227 0 Td [ (\133) -0.80011 (0) ] TJ /R32 9.9626 Tf 7.74883 0 Td [ (\073) -0.80011 ] TJ /R36 9.9626 Tf 4.42812 0 Td [ (1\135) -0.80011 ] TJ /R68 6.9738 Tf 7.74883 3.61602 Td [ (6) -0.50062 (4) -0.49887 ] TJ /R34 6.9738 Tf 6.58125 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.49887 ] TJ /R11 9.9626 Tf 11.9168 -3.61602 Td [ (is) -348.987 (obtained) -349.015 (by) -348.011 (con) 39.9982 (v) 20.0016 (olving) -349.005 (the) ] TJ -115.022 -11.9551 Td [ (center) -388.998 (position) -388.985 (of) ] TJ /R32 9.9626 Tf 76.3719 0 Td [ (p) -0.10047 ] TJ /R11 9.9626 Tf 8.88711 0 Td [ (with) -389.011 (a) -388.999 (tw) 10.0081 (o\055dimension) -388.984 (Gaussian) -389.009 (map) ] TJ -85.259 -11.9547 Td [ (with) -250.015 (a) -250.002 (k) 10.0032 (ernel) -249.997 (width) -250.01 (proportional) -249.996 (\0500\0561\051) -249.991 (to) -249.985 (the) -249.99 (patch) -249.99 (size\056) ] TJ 11.9551 -11.9551 Td [ (F) 14.992 (or) -285.99 (long\055term) -287.02 (granularity) -286.004 (analysis\054) -295.018 (after) -285.999 (randomly) -287.018 (sam\055) ] TJ -11.9551 -11.9551 Td [ (pling) -357.009 (tw) 10.0081 (o) ] TJ /R23 9.9626 Tf 42.432 0 Td [ (disor) 37.0036 (der) 36.9816 (ed) ] TJ /R11 9.9626 Tf 46.252 0 Td (frames) Tj /R36 9.9626 Tf 30.6598 0 Td [ (\050) -0.89936 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (i) -0.19955 ] TJ /R32 9.9626 Tf 3.31719 1.49492 Td [ (\073) -167.788 (X) -0.49992 ] TJ /R40 6.9738 Tf 12.682 -1.49492 Td [ (j) -0.70017 ] TJ /R36 9.9626 Tf 4.19688 1.49492 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 7.42695 0 Td (\050) Tj /R38 9.9626 Tf 3.31797 0 Td [ (j) -0.79889 ] TJ /R32 9.9626 Tf 2.76719 0 Td [ (i) -0.49992 ] TJ /R38 9.9626 Tf 4.77187 0 Td [ <00> -0.79889 ] TJ /R32 9.9626 Tf 9.08906 0 Td [ (j) -0.79889 ] TJ /R38 9.9626 Tf 4.67305 0 Td [ (j) -142.812 <15> -0.79889 ] TJ /R36 9.9626 Tf 13.3418 0 Td (6) Tj /R11 9.9626 Tf 4.98125 0 Td [ (\051) -357.002 (from) -356.009 (a) ] TJ -202.037 -11.9559 Td [ (training) -349.011 (video) ] TJ /R38 9.9626 Tf 60.0809 0 Td [ (X) -0.30019 ] TJ /R11 9.9626 Tf 8.56523 0 Td [ (\054) -374.014 (we) -347.982 (compute) -349.014 (the) -348.993 (correlation) -348.983 (map) ] TJ /R70 9.9626 Tf 142.004 0 Td (A) Tj /R40 6.9738 Tf 6.64492 -1.49414 Td [ (i) -0.19955 (\073) -0.30107 (j) -0.70367 ] TJ /R38 9.9626 Tf 12.3129 1.49414 Td [ (2) -0.70086 ] TJ /R36 9.9626 Tf -229.608 -11.9551 Td [ (\133) -0.80011 (0) ] TJ /R32 9.9626 Tf 7.74883 0 Td [ (\073) -0.80011 ] TJ /R36 9.9626 Tf 4.42812 0 Td [ (1\135) -0.80011 ] TJ /R68 6.9738 Tf 7.74805 3.61602 Td [ (\050) -0.39997 (6) -0.49974 (4) -0.50062 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.49974 (4) -0.50062 (\051) -0.39997 ] TJ /R34 6.9738 Tf 9.69609 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (\050) -0.39997 (6) -0.49887 (4) -0.50062 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.49887 (\051) -0.40085 ] TJ /R11 9.9626 Tf 14.4219 -3.61602 Td [ (by) -287.981 (the) -287.984 (normalized) -288.005 (inner) -287.001 (production) -287.994 (op\055) ] TJ -78.0309 -11.9551 Td [ (eration) -290.018 (in) -288.998 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 106.082 92.9551 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 111.063 92.9551 Tm [ (\056) -428.985 (F) 14.9926 (or) -289.009 (the) -289.983 (geometric) -288.99 (transformation) -289.988 (parame\055) ] TJ -60.9512 -11.9551 Td [ (ter) -263.016 (estimator) ] TJ /R32 9.9626 Tf 52.8398 0 Td [ <14> -0.20095 ] TJ /R36 9.9626 Tf 6.23203 0 Td [ (\072) -0.80011 ] TJ /R61 9.9626 Tf 4.12305 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19492 3.61523 Td [ (\050) -0.39909 (6) -0.50062 (4) -0.50062 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.49887 (\051) -0.40085 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (\050) -0.39909 (6) -0.50062 (4) -0.50062 ] TJ /R34 6.9738 Tf 9.69531 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.49887 (\051) -0.40085 ] TJ /R38 9.9626 Tf 12.909 -3.61523 Td (7\041) Tj /R61 9.9626 Tf 11.318 0 Td [ (R) -0.20095 ] TJ /R68 6.9738 Tf 7.19492 3.61523 Td [ (6) -0.50062 ] TJ /R11 9.9626 Tf 3.10898 -3.61523 Td [ (\054) -267.012 (it) -263 (is) -263.983 (achie) 25.0154 (v) 14.9828 (ed) -263.015 (by) -263.985 (t) 0.98758 (w) 10 (o) ] TJ 110.146 629.037 Td [ (con) 39.9982 (v) 20.0016 (olutional) -319.981 (layers) -320.018 (and) -320.02 (one) -320.02 (linear) -318.996 (layer) 39.9933 (\054) -338.017 (as) -319.986 (in) -152.984 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 503.691 710.037 Tm (41) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 513.654 710.037 Tm [ (\135\056) -519.992 (Then) ] TJ -204.791 -11.9551 Td [ (the) -249.99 (semantic) -250.012 (matching) -250.005 (loss) -250.012 (in) -249.988 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 443.626 698.082 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 451.098 698.082 Tm [ (is) -249.983 (computed\056) ] TJ -130.281 -11.9598 Td [ (F) 14.9926 (or) -454 (video) -453.005 (granularity) -454.015 (analysis\054) -504.004 (we) -454.003 (split) -452.988 (each) -454.012 (training) ] TJ -11.9551 -11.9551 Td (video) Tj /R38 9.9626 Tf 26.2711 0 Td [ (X) -0.29897 ] TJ /R11 9.9626 Tf 12.6988 0 Td (into) Tj /R32 9.9626 Tf 19.6352 0 Td [ (K) -0.29897 ] TJ /R36 9.9626 Tf 11.6637 0 Td [ (\075) -250.789 (8) ] TJ /R11 9.9626 Tf 19.3531 0 Td [ (se) 15.0196 (gments\054) -456.007 (and) -414.985 (get) -414.98 (the) -414.98 (global) -415.004 (infor) 20.0065 (\055) ] TJ -89.6219 -11.9551 Td [ (mation) -285.019 (augmented) -284.004 (representation) ] TJ /R70 9.9626 Tf 136.336 0 Td (r) Tj /R40 6.9738 Tf 3.87617 -1.49492 Td [ (t) -0.60214 ] TJ /R74 4.9813 Tf 3.00898 -1.05703 Td (k) Tj /R38 9.9626 Tf 6.59883 2.55195 Td [ (2) -0.69596 ] TJ /R61 9.9626 Tf 8.38789 0 Td [ (R) -0.19605 ] TJ /R68 6.9738 Tf 7.19531 3.61484 Td [ (6) -0.49712 (4) -0.49712 ] TJ /R34 6.9738 Tf 6.58164 0 Td [ <02> -0.90321 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.49712 (4) -0.49712 ] TJ /R34 6.9738 Tf 6.58203 0 Td [ <02> -0.90321 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (2) -0.49712 (5) -0.49712 (6) -0.49712 ] TJ /R11 9.9626 Tf 15.248 -3.61484 Td [ (for) -285.011 (each) ] TJ -203.547 -11.9551 Td [ (query) -372.989 (frame) ] TJ /R32 9.9626 Tf 53.359 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (t) -0.59864 ] TJ /R74 4.9813 Tf 3.01016 -1.05703 Td (k) Tj /R11 9.9626 Tf 8.57383 2.55195 Td [ (by) -372.987 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 411.359 650.257 Tm (11) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 421.321 650.257 Tm [ (\056) -680.979 (Then\054) -404.001 (we) -374.016 (compute) -373.011 (the) -374.006 (soft\055) ] TJ -112.459 -11.9559 Td [ (max) -239.987 (embedding) -240.002 (learning) -241.001 (loss) -240.014 (using) -240.009 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 466.281 638.301 Tm (14) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 476.244 638.301 Tm [ (\054) -243.013 (which) -239.984 (le) 25.0203 (v) 14.9828 (erages) ] TJ -167.382 -11.9551 Td [ (supervision) -249.993 (signals) -250.005 (from) -249.988 (the) ] TJ /R32 9.9626 Tf 115.117 0 Td [ (N) -0.49992 ] TJ /R11 9.9626 Tf 11.5813 0 Td [ (training) -250.007 (videos\056) ] TJ /R9 9.9626 Tf -126.698 -11.9602 Td [ (Iterati) 10 (v) 10.0032 (e) -228.006 (T) 74 (raining) -227.991 (by) -227.982 (Bootstrapping) 15.0171 (\056) ] TJ /R11 9.9626 Tf 156.813 0 Td [ (As) -227.991 (seen) -228.001 (in) -229.011 (Fig\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 525.411 614.386 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 531.01 614.386 Tm (\050b\051\054) Tj -222.148 -11.9551 Td [ (the) -386.007 (fore\055background) -387.019 (kno) 24.9909 (wledge) -386.004 (from) -386.004 (the) -386.984 (salienc) 14.9926 (y) -219.017 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 519.681 602.431 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 529.644 602.431 Tm [ (\135) -387 (or) ] TJ -220.782 -11.9547 Td [ (CAM) -171.003 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 336.578 590.476 Tm (73) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 346.541 590.476 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 352.409 590.476 Tm (76) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 362.371 590.476 Tm [ (\135) -337.985 (is) -338.01 (ambiguous) -338.017 (and) -338.017 (noisy) 64.999 (\056) -574.017 (Inspired) -338.983 (by) -338.012 (Boot\055) ] TJ -53.509 -11.9551 Td [ (strapping) -186.996 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 351.123 578.521 Tm (40) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 361.086 578.521 Tm [ (\135\054) -380.995 (we) -353.983 (apply) -354.002 (an) -354.019 (iterati) 24.9909 (v) 14.9828 (e) -353.985 (training) -353.99 (strate) 14.9877 (gy\072) -518.992 (af\055) ] TJ -52.2238 -11.9551 Td [ (ter) -333.983 (training) -333.013 (with) -334 (the) -332.996 (initial) -333.988 (fore\055background) -334.008 (maps\054) -354 (we) -333.983 (use) ] TJ 11.9551 TL T* [ (our) -334.015 (trained) -332.991 (model) -333.998 (to) -334.01 (re\055label) -333.003 (the) -334.013 (training) -333.993 (data\056) -561 (W) 39.9933 (ith) -334.003 (each) ] TJ 11.9559 TL T* [ (iteration\054) -246.988 (the) -245.991 (learner) -244.986 (bootstraps) -245.998 (itself) -246.018 (by) -245.988 (mining) -245.998 (better) -245.988 (fore\055) ] TJ 11.9551 TL T* [ (background) -435.984 (kno) 24.9909 (wledge) -435.013 (and) -436 (then) -435.011 (leading) -435.986 (a) -434.991 (better) -435.996 (model\056) ] TJ T* [ <53706563690263616c6c79> 65.0137 (\054) -465.998 (for) -422.991 (each) -422.996 (training) -422.998 (frame) ] TJ /R32 9.9626 Tf 154.484 0 Td [ (X) -0.49992 ] TJ /R11 9.9626 Tf 9.03594 0 Td [ (\054) -465.996 (gi) 24.986 (v) 14.9828 (en) -422.988 (the) -423.018 (initial) ] TJ -163.52 -11.9551 Td [ (fore\055background) -302.994 (mask) ] TJ /R32 9.9626 Tf 93.457 0 Td [ (Q) -0.59794 ] TJ /R38 9.9626 Tf 9.95898 0 Td [ (2) -209.695 (f) ] TJ /R36 9.9626 Tf 13.707 0 Td (0) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\073) -0.80379 ] TJ /R36 9.9626 Tf 4.42812 0 Td (1) Tj /R38 9.9626 Tf 4.98086 0 Td (g) Tj /R68 6.9738 Tf 4.98125 3.61523 Td [ (6) -0.49712 (4) -0.49712 ] TJ /R34 6.9738 Tf 6.58164 0 Td [ <02> -0.90321 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.49712 (4) -0.49712 ] TJ /R11 9.9626 Tf 11.4594 -3.61523 Td [ (and) -303.003 (current) -303.008 (predic\055) ] TJ -159.401 -11.9551 Td (tion) Tj /R36 9.9626 Tf 20.4191 2.51836 Td <16> Tj /R32 9.9626 Tf -2.2293 -2.51836 Td (P) Tj /R40 6.9738 Tf 7.7793 3.61523 Td [ (i) -0.19955 ] TJ /R38 9.9626 Tf 4.78984 -3.61523 Td [ (2) -148.688 (f) ] TJ /R36 9.9626 Tf 13.0949 0 Td (0) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R36 9.9626 Tf 4.42812 0 Td (1) Tj /R38 9.9626 Tf 4.98203 0 Td (g) Tj /R68 6.9738 Tf 4.98086 3.61523 Td [ (6) -0.50062 (4) -0.50062 ] TJ /R34 6.9738 Tf 6.58203 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.50062 ] TJ /R11 9.9626 Tf 11.1281 -3.61523 Td [ (of) -269.992 (the) -269.984 (model) -268.989 (in) ] TJ /R32 9.9626 Tf 63.8828 0 Td [ (i) -0.49992 ] TJ /R11 9.9626 Tf 3.43203 0 Td [ (\055th) -269.984 (training) -270.004 (iteration\054) ] TJ -153.117 -11.9547 Td [ (the) -386.007 (loss) -387.009 (in) -386.002 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 371.587 482.88 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 380.423 482.88 Tm (in) Tj /R36 9.9626 Tf 11.5977 0 Td [ (\050) -0.90181 ] TJ /R32 9.9626 Tf 3.87383 0 Td [ (i) -0.49992 ] TJ /R36 9.9626 Tf 4.99297 0 Td [ (\053) -157.785 (1\051) -0.90181 ] TJ /R11 9.9626 Tf 18.1652 0 Td [ (\055th) -386.004 (iteration) -387.009 (is) -386 (formulated) -387.009 (in) -386.004 (a) ] TJ -110.191 -11.9563 Td [ (bootstrapping) -249.983 (format\072) ] TJ /R53 8.9664 Tf -1.00195 -19.057 Td [ (L) -0.90126 ] TJ /R19 5.9776 Tf 6.34805 4.5832 Td [ (\050) -0.50236 ] TJ /R55 5.9776 Tf 2.87773 0 Td [ (i) -0.60039 ] TJ /R19 5.9776 Tf 2.66289 0 Td [ (\053) -0.20013 (1) -0.09802 (\051) -0.50236 ] TJ /R11 5.9776 Tf -5.54063 -7.08594 Td (frame) Tj /R49 8.9664 Tf 17.6488 2.50273 Td [ (\075) -0.40026 ] TJ /R59 8.9664 Tf 6.65508 8.51797 Td [ (X) -0.60175 ] TJ /R70 5.9776 Tf 13.3109 -13.9477 Td (m) Tj /R25 5.9776 Tf 4.65078 0 Td [ (2) -0.29815 ] TJ /R19 5.9776 Tf 4.98125 0 Td [ <0a> -0.40026 ] TJ /R49 8.9664 Tf 5.70078 5.42969 Td [ (\133) -0.501 ] TJ /R51 8.9664 Tf 2.56016 0 Td [ <0b> -1.70994 (Q) -0.59903 ] TJ /R70 5.9776 Tf 13.1809 -0.9957 Td (m) Tj /R49 8.9664 Tf 5.66016 0.9957 Td [ (\053) -57.4083 (\050) -0.69977 (1) -0.90126 ] TJ /R53 8.9664 Tf 16.3828 0 Td [ <00> -0.39753 ] TJ /R51 8.9664 Tf 7.68008 0 Td [ <0b> -0.69705 ] TJ /R49 8.9664 Tf 5.91289 0 Td [ (\051) -0.70249 ] TJ 5.6293 2.26602 Td [ <16> -0.89854 ] TJ /R51 8.9664 Tf -2.04609 -2.26602 Td [ (P) -0.19604 ] TJ /R55 5.9776 Tf 7.16406 4.30703 Td [ (i) -0.60447 ] TJ /R70 5.9776 Tf -1.28008 -5.88477 Td (m) Tj /R49 8.9664 Tf 5.14883 1.57773 Td [ (\135) -171.479 (l) -0.501 (o) -0.89854 (g) -14.9103 (\050) -0.70249 ] TJ /R51 8.9664 Tf 19.582 0 Td [ (P) -0.19604 ] TJ /R55 5.9776 Tf 7.16406 4.30703 Td [ (i) -0.60447 ] TJ /R19 5.9776 Tf 2.66406 0 Td [ (\053) -0.19604 (1) -0.10619 ] TJ /R70 5.9776 Tf -3.94414 -5.88477 Td (m) Tj /R49 8.9664 Tf 13.6852 1.57773 Td [ (\051) -0.70249 (\053) -0.39753 ] TJ -105.144 -16.2238 Td [ (\133) -0.501 ] TJ /R51 8.9664 Tf 2.56016 0 Td [ <0b> -0.69977 ] TJ /R49 8.9664 Tf 5.91289 0 Td [ (\050) -0.69977 (1) -0.90126 ] TJ /R53 8.9664 Tf 8.70313 0 Td [ <00> -0.40026 ] TJ /R51 8.9664 Tf 7.67891 0 Td [ (Q) -0.59903 ] TJ /R70 5.9776 Tf 7.26914 -0.99609 Td (m) Tj /R49 8.9664 Tf 5.14805 0.99609 Td [ (\051) -57.697 (\053) -57.4083 (\050) -0.70249 (1) -0.89854 ] TJ /R53 8.9664 Tf 20.4789 0 Td [ <00> -0.39753 ] TJ /R51 8.9664 Tf 7.67891 0 Td [ <0b> -0.69705 ] TJ /R49 8.9664 Tf 5.91289 0 Td [ (\051) -0.70249 (\050) -0.69705 (1) -0.90398 ] TJ /R53 8.9664 Tf 12.2871 0 Td [ <00> -0.39753 ] TJ /R49 8.9664 Tf 9.72617 2.26602 Td [ <16> -0.89854 ] TJ /R51 8.9664 Tf -2.04609 -2.26602 Td [ (P) -0.19604 ] TJ /R55 5.9776 Tf 7.16406 4.30703 Td [ (i) -0.60447 ] TJ /R70 5.9776 Tf -1.28008 -5.88516 Td (m) Tj /R49 8.9664 Tf 5.14805 1.57813 Td [ (\051) -0.70249 (\135) -0.501 (l) -0.49556 (o) -0.90398 (g) -14.9048 (\050) -0.70249 (1) -0.89854 ] TJ /R53 8.9664 Tf 26.7508 0 Td [ <00> -0.39753 ] TJ /R51 8.9664 Tf 7.6793 0 Td [ (P) -0.19604 ] TJ /R55 5.9776 Tf 7.16367 4.30703 Td [ (i) -0.60447 ] TJ /R19 5.9776 Tf 2.66328 0 Td [ (\053) -0.19604 (1) -0.10619 ] TJ /R70 5.9776 Tf -3.94297 -5.88516 Td (m) Tj /R49 8.9664 Tf 13.6848 1.57813 Td [ (\051) -0.70249 ] TJ /R51 8.9664 Tf 3.5832 0 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 3.09375 8.93398 Td (\05015\051) Tj /R11 9.9626 Tf -221.312 -27.5121 Td (where) Tj /R32 9.9626 Tf 27.568 0 Td [ <0b> -0.69841 ] TJ /R36 9.9626 Tf 8.88477 0 Td [ (\075) -248.789 (0) ] TJ /R32 9.9626 Tf 15.2051 0 Td [ (\072) -0.79889 ] TJ /R36 9.9626 Tf 2.76719 0 Td (05) Tj /R11 9.9626 Tf 13.1918 0 Td (and) Tj /R32 9.9626 Tf 17.616 0 Td [ (Q) -0.60039 ] TJ /R70 6.9738 Tf 7.87617 -1.49375 Td (m) Tj /R11 9.9626 Tf 9.15273 1.49375 Td [ (gi) 24.986 (v) 14.9828 (es) -323.985 (the) -324.015 (v) 24.9811 (alue) -323.98 (in) -324.995 (position) ] TJ /R70 9.9626 Tf 110.143 0 Td (m) Tj /R11 9.9626 Tf 7.75117 0 Td [ (\056) -531.985 (In) ] TJ -220.156 -11.9551 Td [ (such) -320.013 (a) -319.991 (design\054) -337.995 (the) -320.018 <60636f6e0264656e7427> -321.02 (fore) 1.01454 (\055background) -320.986 (kno) 24.9909 (wledge) ] TJ 11.9547 TL T* [ (is) -415.017 (generated) -414.007 (as) -414.987 (a) -414.994 (con) 39.9982 (v) 14.9828 (e) 15.0122 (x) -414.985 (combination) -414 (of) -414.99 (the) -414.98 (initial) -414.994 (fore\055) ] TJ T* [ (background) -250.015 (information) ] TJ /R32 9.9626 Tf 99.0582 0 Td [ (Q) -0.59794 ] TJ /R11 9.9626 Tf 10.3668 0 Td [ (and) -249.993 (model) -250.012 (prediction) ] TJ /R32 9.9626 Tf 87.1621 0 Td (P) Tj /R11 9.9626 Tf 7.78008 0 Td (\056) Tj -192.412 -11.9602 Td [ (In) -277.99 (the) ] TJ /R32 9.9626 Tf 26.007 0 Td [ (i) -0.49992 ] TJ /R11 9.9626 Tf 3.43203 0 Td [ (\055th) -277.983 (training) -276.983 (iteration\054) -284.982 (the) -277.983 (o) 14.9828 (v) 14.9828 (erall) -277.013 (loss) -278.008 (to) -277.983 (optimize) ] TJ -41.3941 -11.9547 Td [ (the) -431.019 (whole) -431.011 (netw) 10.0081 (ork) -431.999 (parameters) -431.021 (is) -431.011 (the) -431.016 (combination) -431.016 (of) -432.006 (the) ] TJ T* [ (losses) -250.01 (in) -249.985 (Eq\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 359.78 345.33 Tm (15) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 369.743 345.33 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 373.07 345.33 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 378.052 345.33 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 381.369 345.33 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 388.841 345.33 Tm (and) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 404.054 345.33 Tm (14) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 414.016 345.33 Tm (\072) Tj /R53 8.9664 Tf -71.4047 -18.709 Td [ (L) -0.90126 ] TJ /R19 5.9776 Tf 6.34805 4.30703 Td [ (\050) -0.50236 ] TJ /R55 5.9776 Tf 2.87812 0 Td [ (h) -0.69841 ] TJ /R19 5.9776 Tf 4.33789 0 Td [ (\051) -0.50236 ] TJ /R49 8.9664 Tf 4.4 -4.30703 Td [ (\075) -0.40026 ] TJ /R53 8.9664 Tf 8.19219 0 Td [ (L) -0.90126 ] TJ /R19 5.9776 Tf 6.34687 4.58281 Td [ (\050) -0.50236 ] TJ /R55 5.9776 Tf 2.87812 0 Td [ (h) -0.69841 ] TJ /R19 5.9776 Tf 4.33789 0 Td [ (\051) -0.50236 ] TJ /R11 6.9738 Tf -7.21602 -7.76484 Td (frame) Tj /R49 8.9664 Tf 17.273 3.18203 Td [ (\053) -0.40026 ] TJ /R51 8.9664 Tf 7.67891 0 Td [ <0c> -0.19877 ] TJ /R19 5.9776 Tf 5.19414 -0.99609 Td [ (1) -0.09802 ] TJ /R53 8.9664 Tf 4.15078 0.99609 Td [ (L) -0.89854 ] TJ /R11 6.9738 Tf 6.34727 -1.66797 Td (short) Tj /R49 8.9664 Tf 14.9578 1.66797 Td [ (\053) -0.39753 ] TJ /R51 8.9664 Tf 7.67891 0 Td [ <0c> -0.20149 ] TJ /R19 5.9776 Tf 5.19414 -0.99609 Td [ (2) -0.10619 ] TJ /R53 8.9664 Tf 4.15117 0.99609 Td [ (L) -0.89854 ] TJ /R11 6.9738 Tf 6.34687 -1.66797 Td (long) Tj /R49 8.9664 Tf 13.4102 1.66797 Td [ (\053) -0.39753 ] TJ /R51 8.9664 Tf 7.67891 0 Td [ <0c> -0.20149 ] TJ /R19 5.9776 Tf 5.19375 -0.99609 Td [ (3) -0.10619 ] TJ /R53 8.9664 Tf 4.15117 0.99609 Td [ (L) -0.89854 ] TJ /R11 6.9738 Tf 6.34687 -1.66797 Td (global) Tj /R51 8.9664 Tf 17.9332 1.66797 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 21.3719 0 Td (\05016\051) Tj /R11 9.9626 Tf -221.312 -19.441 Td (where) Tj /R32 9.9626 Tf 26.8293 0 Td [ <0c> -0.60039 ] TJ /R11 9.9626 Tf 6.16094 0 Td [ (s) -249.993 (are) -250.01 (coef) 25.0081 <026369656e74733a> ] TJ /R32 9.9626 Tf 72.557 0 Td [ <0c> -0.60284 ] TJ /R68 6.9738 Tf 5.63477 -1.49492 Td [ (1) -0.49712 ] TJ /R36 9.9626 Tf 5.57617 1.49492 Td [ (\075) -111.795 (0) ] TJ /R32 9.9626 Tf 13.8371 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.76797 0 Td (1) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\073) -167.791 <0c> -0.60284 ] TJ /R68 6.9738 Tf 10.0629 -1.49492 Td [ (2) -0.49712 ] TJ /R36 9.9626 Tf 5.57617 1.49492 Td [ (\075) -111.795 (0) ] TJ /R32 9.9626 Tf 13.8371 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.76797 0 Td (02) Tj /R11 9.9626 Tf 12.4527 0 Td (and) Tj /R32 9.9626 Tf 16.877 0 Td [ <0c> -0.60284 ] TJ /R68 6.9738 Tf 5.63516 -1.49492 Td [ (3) -0.49712 ] TJ /R36 9.9626 Tf 5.57617 1.49492 Td [ (\075) -111.795 (0) ] TJ /R32 9.9626 Tf 13.8367 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.76797 0 Td (5) Tj 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-318.987 (with) -318.003 (a) -319.01 (one\055hot) -318.006 (class) -318.995 (v) 14.9828 (ector) ] TJ /R36 9.9626 Tf 156.4 0.24922 Td (\136) Tj /R70 9.9626 Tf 0.27891 -0.24922 Td (y) Tj /R70 6.9738 Tf 4.42305 -2.51484 Td (n) Tj /R38 9.9626 Tf 5.38789 2.51484 Td [ (2) -152.688 (f) ] TJ /R36 9.9626 Tf 13.134 0 Td (0) Tj /R32 9.9626 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R36 9.9626 Tf 4.42812 0 Td (1) Tj /R38 9.9626 Tf 4.98086 0 Td (g) Tj /R40 6.9738 Tf 4.98203 3.61602 Td [ (L) -0.70017 ] TJ /R11 9.9626 Tf 5.96406 -3.61602 Td [ (\054) -335.981 (whose) ] TJ -204.96 -11.9547 Td (element) Tj /R36 9.9626 Tf 34.218 0 Td (\136) Tj /R32 9.9626 Tf -0.68398 0 Td [ (y) -0.30019 ] TJ /R40 6.9738 Tf 5.2418 3.61484 Td [ (l) -0.3002 ] TJ /R70 6.9738 Tf -0.35703 -6.07813 Td (n) Tj /R11 9.9626 Tf 5.4082 2.46328 Td [ (indicates) -199.981 (whether) -199.997 (pix) 14.995 (el) ] TJ /R70 9.9626 Tf 93.2598 0 Td (n) Tj /R11 9.9626 Tf 6.66914 0 Td [ (belong) -199.984 (to) ] TJ /R32 9.9626 Tf 38.8551 0 Td [ (l) -0.40189 ] TJ /R11 9.9626 Tf 3.16797 0 Td [ (\055th) -199.996 (object) -199.991 (in\055) ] TJ -185.779 -11.9551 Td [ (stance\056) -303.981 (Starting) -230.002 (from) -231.009 (the) -231.013 (second) -231.008 (frame\054) -234 (we) -230.984 (use) -231.013 (both) -230.998 (the) -231.013 (last) ] TJ T* [ (se) 15.0189 (gmented) -262.989 (frame) ] TJ /R32 9.9626 Tf 70.941 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.2543 -1.49492 Td [ (t) -0.59864 ] TJ /R34 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 ] TJ /R11 9.9626 Tf 7.09297 1.49492 Td [ (as) -263.014 (well) -263.983 (as) -263.014 (current) -263.012 (under) 20.004 (\055se) 15.0147 (gmented) ] TJ -95.5238 -11.9551 Td (frame) Tj /R32 9.9626 Tf 26.9129 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (t) -0.60039 ] TJ /R11 9.9626 Tf 7.18711 1.49492 Td [ (to) -368.985 (b) 20.0016 (uild) -369.992 (an) -368.996 (input) -369.987 (pair) -368.992 (for) -368.998 (our) -370.009 (model\056) -668.018 (Then) -368.987 (we) ] TJ -42.3539 -11.9559 Td [ (compute) -236.994 (their) -235.988 (similarity) -237.007 (af) 25.0081 <026e697479> ] TJ /R70 9.9626 Tf 128.728 0 Td (A) Tj /R40 6.9738 Tf 6.64492 -1.49414 Td [ (t) -0.59864 ] TJ /R34 6.9738 Tf 3.01016 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 ] TJ /R40 6.9738 Tf 3.97109 0 Td [ (\073) -0.29932 (t) -0.59864 ] TJ /R38 9.9626 Tf 5.61992 1.49414 Td [ (2) -0.70086 ] TJ /R36 9.9626 Tf 6.88594 0 Td [ (\133) -0.79889 (0) ] TJ /R32 9.9626 Tf 7.74922 0 Td [ (\073) -0.79889 ] TJ /R36 9.9626 Tf 4.42773 0 Td [ (1\135) -0.79889 ] TJ /R68 6.9738 Tf 7.74805 3.61602 Td [ (\050) -0.40259 (6) -0.50062 (4) -0.49712 ] TJ /R34 6.9738 Tf 9.69609 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.50062 (\051) -0.39909 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (\050) -0.40259 (6) -0.50062 (4) -0.49712 ] TJ /R34 6.9738 Tf 9.69492 0 Td [ <02> -0.89971 ] TJ /R68 6.9738 Tf 4.86602 0 Td [ (6) -0.50062 (4) -0.50062 (\051) -0.39909 ] TJ /R11 9.9626 Tf -224.696 -15.5711 Td [ (in) -277.981 (the) -277.985 (feature) -278 (space\072) ] TJ /R70 9.9626 Tf 84.4371 0 Td (A) Tj /R40 6.9738 Tf 6.64492 -1.49414 Td [ (t) -0.59864 ] TJ /R34 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22734 0 Td [ (1) -0.50062 ] TJ /R40 6.9738 Tf 3.9707 0 Td [ (\073) -0.29932 (t) -0.59864 ] TJ /R36 9.9626 Tf 6.13906 1.49414 Td [ (\075) -0.80011 ] TJ /R11 9.9626 Tf 8.51094 0 Td (softmax) Tj /R36 9.9626 Tf 32.0992 0 Td [ (\050) -0.90181 ] TJ /R70 9.9626 Tf 3.875 0 Td (x) Tj /R40 6.9738 Tf 4.98086 -1.49414 Td [ (t) -0.59864 ] TJ /R34 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 ] TJ /R34 6.9738 Tf 0.38828 5.11016 Td [ (\076) -0.89971 ] TJ /R70 9.9626 Tf 6.72383 -3.61602 Td (x) Tj /R40 6.9738 Tf 4.98203 -1.49414 Td [ (t) -0.59864 ] TJ /R36 9.9626 Tf 3.50703 1.49414 Td [ (\051) -0.90181 ] TJ /R11 9.9626 Tf 3.875 0 Td [ (\056) -394.01 (After) -277.993 (that\054) ] TJ -188.606 -11.9551 Td [ (for) -242.98 (each) -242.987 (pix) 14.995 (el) ] TJ /R70 9.9626 Tf 56.9063 0 Td (m) Tj /R11 9.9626 Tf 10.1711 0 Td (in) Tj /R32 9.9626 Tf 10.1719 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf 3.50703 1.49375 Td [ (\054) -243.996 (we) -242.98 (compute) -242.993 (its) -242.997 (probability) -243.011 (distrib) 19.9918 (u\055) ] TJ -89.0102 -11.9551 Td (tion) Tj /R70 9.9626 Tf 17.9922 0 Td (v) Tj /R70 6.9738 Tf 4.42383 -1.49492 Td (m) Tj /R38 9.9626 Tf 7.03008 1.49492 Td [ (2) -0.70025 ] TJ /R36 9.9626 Tf 7.74922 0 Td [ (\133) -0.80011 (0) ] TJ /R32 9.9626 Tf 7.74883 0 Td [ (\073) -0.80011 ] TJ /R36 9.9626 Tf 4.42812 0 Td [ (1\135) -0.80011 ] TJ /R40 6.9738 Tf 7.74805 3.61523 Td [ (L) -0.70017 ] TJ /R11 9.9626 Tf 8.45469 -3.61523 Td [ (o) 14.9828 (v) 14.9828 (er) -250.005 (the) ] TJ /R32 9.9626 Tf 34.5602 0 Td [ (L) -0.59916 ] TJ /R11 9.9626 Tf 9.27109 0 Td [ (object) -249.982 (instances) -250.012 (as\072) ] TJ /R70 8.9664 Tf -47.559 -15.793 Td (v) Tj /R70 6.9738 Tf 3.98086 -0.9957 Td (m) Tj /R49 8.9664 Tf 6.94805 0.9957 Td [ (\075) -0.40026 ] TJ /R59 8.9664 Tf 8.19102 8.51797 Td [ (X) -0.60039 ] TJ /R70 6.9738 Tf 13.3109 -13.9469 Td (n) Tj /R25 5.9776 Tf 3.87812 0 Td [ (2) -0.30019 ] TJ /R19 5.9776 Tf 4.98086 0 Td [ <0a> -0.40026 ] TJ /R70 8.9664 Tf 7.23711 5.42891 Td (A) Tj /R55 5.9776 Tf 5.98008 -0.9957 Td [ (t) -0.80051 ] TJ /R25 5.9776 Tf 2.85 0 Td [ <00> -1 ] TJ /R19 5.9776 Tf 5.75703 0 Td [ (1) -0.09802 ] TJ /R55 5.9776 Tf 3.65195 0 Td [ (\073) -0.59834 (t) -0.80051 ] TJ /R49 8.9664 Tf 5.61797 0.9957 Td [ (\050) -0.70113 ] TJ /R70 8.9664 Tf 3.58398 0 Td (n) Tj /R51 8.9664 Tf 4.98477 0 Td [ (\073) -0.501 ] TJ /R70 8.9664 Tf 4.09609 0 Td (m) Tj /R49 8.9664 Tf 6.97617 0 Td [ (\051) -0.69977 ] TJ 7.75273 0.22422 Td [ (\136) -0.90126 ] TJ /R70 8.9664 Tf 0.31406 -0.22422 Td (y) Tj /R70 6.9738 Tf 3.98125 -2.31289 Td (m) Tj /R51 8.9664 Tf 5.92305 2.31289 Td [ (\073) -0.501 ] TJ /R11 8.9664 Tf 49.4688 0 Td (\05017\051) Tj /R11 9.9626 Tf -221.312 -18.3109 Td (where) Tj /R70 9.9626 Tf 28.5652 0 Td (A) Tj /R40 6.9738 Tf 6.64492 -1.49375 Td [ (t) -0.60039 ] TJ /R34 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (1) -0.49974 ] TJ /R40 6.9738 Tf 3.97109 0 Td [ (\073) -0.3002 (t) -0.59864 ] TJ /R36 9.9626 Tf 5.87383 1.49375 Td [ (\050) -0.89936 ] TJ /R70 9.9626 Tf 3.875 0 Td (n) Tj /R32 9.9626 Tf 5.53906 0 Td [ (\073) -0.80011 ] TJ /R70 9.9626 Tf 4.42812 0 Td (m) Tj /R36 9.9626 Tf 7.75 0 Td [ (\051) -0.89936 ] TJ /R38 9.9626 Tf 8.19609 0 Td [ (2) -0.69964 ] TJ /R36 9.9626 Tf 10.1 0 Td [ (\133) -0.80011 (0) ] TJ /R32 9.9626 Tf 7.74883 0 Td [ (\073) -0.80011 ] TJ /R36 9.9626 Tf 4.42812 0 Td [ (1\135) -0.80011 ] TJ /R11 9.9626 Tf 11.1121 0 Td [ (is) -423.994 (the) -424 (af) 25.0081 <026e697479> -424.988 (v) 24.9811 (alue) -424.005 (between) ] TJ -117.468 -11.9551 Td [ (pix) 14.995 (el) ] TJ /R70 9.9626 Tf 23.1121 0 Td (n) Tj /R11 9.9626 Tf 8.875 0 Td (in) Tj /R32 9.9626 Tf 11.0871 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (t) -0.59864 ] TJ /R34 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R68 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 ] TJ /R11 9.9626 Tf 7.80508 1.49375 Td (and) Tj /R70 9.9626 Tf 17.7219 0 Td (m) Tj /R11 9.9626 Tf 11.0871 0 Td (in) Tj /R32 9.9626 Tf 11.0871 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49375 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf 3.50703 1.49375 Td [ (\056) -565.001 (F) 14.9926 (or) ] TJ /R70 9.9626 Tf 25.1398 0 Td (m) Tj /R11 9.9626 Tf 7.75117 0 Td [ (\054) -356.017 (it) -334.988 (is) -334.991 (assigned) -335.018 (to) ] TJ /R32 9.9626 Tf 73.627 0 Td [ (l) -0.40189 ] TJ /R34 6.9738 Tf 3.16914 3.61602 Td [ <03> -0.30107 ] TJ /R11 9.9626 Tf 3.21992 -3.61602 Td (\055) Tj -232.933 -11.9547 Td [ (th) -332.991 (instance\072) ] TJ /R32 9.9626 Tf 51.2262 0 Td [ (l) -0.39944 ] TJ /R34 6.9738 Tf 3.16797 3.61484 Td [ <03> -0.29932 ] TJ /R36 9.9626 Tf 5.85703 -3.61484 Td [ (\075) -178.801 (ar) -0.70086 (g) -181.018 (m) -0.30019 (ax) -0.80011 ] TJ /R40 6.9738 Tf 43.7289 -2.43516 Td [ (l) -0.29932 ] TJ /R36 9.9626 Tf 3.0582 2.43516 Td [ (\050) -0.89936 ] TJ /R38 9.9626 Tf 3.87383 0 Td (f) Tj /R32 9.9626 Tf 4.98125 0 Td [ (v) -0.69964 ] TJ /R40 6.9738 Tf 5.18672 3.61484 Td [ (l) -0.29932 ] TJ /R70 6.9738 Tf -0.35781 -6.07813 Td (m) Tj /R38 9.9626 Tf 5.92383 2.46328 Td (g) Tj /R40 6.9738 Tf 4.98125 3.61484 Td [ (L) -0.70017 ] TJ 6.43711 TL T* [ (l) -0.29932 ] TJ /R68 6.9738 Tf 2.55977 0 Td [ (\0751) -0.49887 ] TJ /R36 9.9626 Tf 10.5859 2.82227 Td [ (\051) -0.89936 ] TJ /R11 9.9626 Tf 3.87422 0 Td [ (\054) -354.017 (where) ] TJ /R70 9.9626 Tf 33.6699 0 Td (v) Tj /R70 6.9738 Tf 4.42305 -1.49414 Td (m) Tj /R36 9.9626 Tf 7.20078 1.49414 Td [ (\075) -265.806 (\133) -0.79889 ] TJ /R32 9.9626 Tf 13.1531 0 Td [ (v) -0.70086 ] TJ /R40 6.9738 Tf 5.18711 3.61484 Td [ (l) -0.29757 ] TJ /R70 6.9738 Tf -0.3582 -6.07813 Td (m) Tj /R36 9.9626 Tf 5.92422 2.46328 Td [ (\135) -0.79889 ] TJ /R40 6.9738 Tf 2.7668 3.61484 Td [ (L) -0.70017 ] TJ T* [ (l) -0.29757 ] TJ /R68 6.9738 Tf 2.56016 0 Td [ (\0751) -0.50062 ] TJ /R11 9.9626 Tf 10.5848 2.82227 Td (\056) Tj -233.759 -11.9551 Td [ (Then) -293 (we) -293.011 (get) -293.002 (its) -292.989 (label) -292.999 (v) 14.9828 (ector) ] TJ /R36 9.9626 Tf 115.029 0.24805 Td (\136) Tj /R70 9.9626 Tf 0.27891 -0.24805 Td (y) Tj /R70 6.9738 Tf 4.42383 -2.51602 Td (m) Tj /R11 9.9626 Tf 5.92305 2.51602 Td [ (\056) -438.983 (In) -293.009 (this) -292.985 (w) 10 (ay) 65.0088 (\054) -303.986 (from) -293 (the) -293.003 (se) 15.0196 (g\055) ] TJ -125.655 -11.9551 Td [ (mented) -395.992 (frame) ] TJ /R32 9.9626 Tf 60.4582 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49492 Td [ (t) -0.59864 ] TJ /R11 9.9626 Tf 3.50703 1.49492 Td [ (\054) -432.984 (we) -396.014 (mo) 14.995 (v) 14.9828 (e) -396.017 (to) -397.02 (the) -396.005 (ne) 15.0171 (xt) -396 (input) -395.983 (frame) -396.995 (pair) ] TJ /R36 9.9626 Tf -72.2191 -11.9559 Td [ (\050) -0.89997 ] TJ /R32 9.9626 Tf 3.87422 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25391 -1.49414 Td [ (t) -0.60039 ] TJ /R32 9.9626 Tf 3.5082 1.49414 Td [ (\073) -167.789 (X) -0.49992 ] TJ /R40 6.9738 Tf 12.6809 -1.49414 Td [ (t) -0.60039 ] TJ /R68 6.9738 Tf 3.01016 0 Td [ (\0531) -0.50062 ] TJ /R36 9.9626 Tf 10.5848 1.49414 Td [ (\051) -0.89997 ] TJ /R11 9.9626 Tf 7.27187 0 Td [ (and) -340.996 (get) -340.995 (the) -340.995 (se) 15.0183 (gmentation) -340.996 (result) -340.985 (for) ] TJ /R32 9.9626 Tf 145.851 0 Td [ (X) -0.49992 ] TJ /R40 6.9738 Tf 8.25313 -1.49414 Td [ (t) -0.59864 ] TJ /R68 6.9738 Tf 3.00977 0 Td [ (\0531) -0.50062 ] TJ /R11 9.9626 Tf 10.5852 1.49414 Td [ (\056) -582.998 (As) ] TJ -216.883 -11.9551 Td [ (our) -293.983 (method) -295.019 (does) -294.017 (not) -294.012 (use) -293.983 (an) 15.0183 (y) -295.005 <027273742d6672616d65> -294.012 <026e652d74756e696e67> -126.991 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 262.674 90.1301 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 267.655 90.1301 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 273.085 90.1301 Tm (35) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 283.047 90.1301 Tm (\135) Tj -232.936 -11.9551 Td [ (or) -249.996 (online) -250.012 (learning) -250.02 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 126.754 78.175 Tm (55) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 136.717 78.175 Tm [ (\135) -250.001 (technique\054) -250.013 (it) -249.983 (is) -249.984 (f) 9.99588 (ast) -249.988 (for) -250 (inference\056) ] TJ ET Q 2.80136 w 0 G 3141.21 7198.6 m 5514.12 7198.6 l S 7.01045 w 3141.21 7193.69 m 5514.12 7193.69 l S 0.90039 g 3141.21 7106.04 712.168 84.1445 re f 2.80136 w 3854.78 7106.04 m 3854.78 7190.18 l S 3856.18 7106.04 799.254 84.1445 re f 4656.84 7106.04 m 4656.84 7190.18 l S 4673.66 7106.04 m 4673.66 7190.18 l S 4675.07 7106.04 404.008 84.1445 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 475.145 713.128 Tm [ (Unsuper) 55.0026 (\056) ] TJ ET Q 5080.48 7106.04 m 5080.48 7190.18 l S 5097.31 7106.04 m 5097.31 7190.18 l S 0.90039 g 5098.71 7106.04 415.402 84.1445 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 510.573 713.128 Tm [ (W) 80 (eakly\055super) 55.0026 (\056) ] TJ ET Q 0.90039 g 3141.21 7021.89 712.168 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 338.629 708.92 Tm (Aspects) Tj ET Q 3854.78 7021.89 m 3854.78 7106.04 l S 0.90039 g 3856.18 7021.89 799.254 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 414.673 708.92 Tm (Module) Tj ET Q 4656.84 7021.89 m 4656.84 7106.04 l S 4673.66 7021.89 m 4673.66 7106.04 l S 0.90039 g 4675.07 7021.89 243.922 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 468.208 704.714 Tm (mean) Tj /R38 7.01228 Tf 16.941 0 Td [ (J) -0.80077 ] TJ ET Q 0.90039 g 4918.99 7021.89 160.09 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R36 7.01228 Tf 1 0 0 1 493.957 704.714 Tm [ <01> -0.29942 ] TJ /R38 7.01228 Tf 5.84336 0 Td [ (J) -0.80077 ] TJ ET Q 5080.48 7021.89 m 5080.48 7106.04 l S 5097.31 7021.89 m 5097.31 7106.04 l S 0.90039 g 5098.71 7021.89 243.922 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 510.573 704.714 Tm (mean) Tj /R38 7.01228 Tf 16.9414 0 Td [ (J) -0.80077 ] TJ ET Q 0.90039 g 5342.63 7021.89 171.48 84.1484 re f 0 g q 10 0 0 10 0 0 cm BT /R36 7.01228 Tf 1 0 0 1 536.891 704.714 Tm [ <01> -0.29942 ] TJ /R38 7.01228 Tf 5.84414 0 Td [ (J) -0.80077 ] TJ ET Q 3141.21 7020.49 m 5514.12 7020.49 l S 3141.21 7003.66 m 5514.12 7003.66 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 335.519 694.335 Tm (Reference) Tj ET Q 3854.78 6918.11 m 3854.78 7002.25 l S q 10 0 0 10 0 0 cm BT /R9 7.01228 Tf 1 0 0 1 390.618 694.335 Tm [ (Full) -249.991 (model) ] TJ /R11 7.01228 Tf 33.8973 0 Td [ (\0502) -249.98 (iterations\051) ] TJ ET Q 4656.84 6918.11 m 4656.84 7002.25 l S 4673.66 6918.11 m 4673.66 7002.25 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 694.335 Tm [ (58\0560) -1839.02 (\055) ] TJ ET Q 5080.48 6918.11 m 5080.48 7002.25 l S 5097.31 6918.11 m 5097.31 7002.25 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 694.335 Tm [ (61\0562) -1921.02 (\055) ] TJ ET Q 3141.21 6916.7 m 5514.12 6916.7 l S 3141.21 6899.88 m 5514.12 6899.88 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 314.822 683.957 Tm [ (Initial) -250.011 (F) 14.9849 (ore\055\057Background) ] TJ 18.8313 -8.41445 Td [ (Kno) 24.9771 (wledge) ] TJ ET Q 3854.78 6814.33 m 3854.78 6898.47 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 393.695 683.957 Tm [ (Heuristic) -250.015 (Salienc) 14.9849 (y) -83.0157 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 448.118 683.957 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 455.13 683.957 Tm (\135) Tj ET Q 4656.84 6814.33 m 4656.84 6898.47 l S 4673.66 6814.33 m 4673.66 6898.47 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 683.957 Tm [ (37\0562) -963.99 (\05520\0568) ] TJ ET Q 5080.48 6814.33 m 5080.48 6898.47 l S 5097.31 6814.33 m 5097.31 6898.47 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 520.9 683.957 Tm [ (\055) -2628.99 (\055) ] TJ ET Q 3854.78 6730.18 m 3854.78 6814.33 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 411.46 675.542 Tm [ (CAM) -82.9809 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 430.351 675.542 Tm (73) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 437.363 675.542 Tm (\135) Tj ET Q 4656.84 6730.18 m 4656.84 6814.33 l S 4673.66 6730.18 m 4673.66 6814.33 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 478.535 675.542 Tm [ (\055) -2547.99 (\055) ] TJ ET Q 5080.48 6730.18 m 5080.48 6814.33 l S 5097.31 6730.18 m 5097.31 6814.33 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 675.542 Tm [ (45\0563) -1045.99 (\05515\0569) ] TJ ET Q 3141.21 6728.77 m 5514.12 6728.77 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 324.605 658.432 Tm (Multi\055Granularity) Tj 12.8531 -8.41484 Td (Analysis) Tj ET Q 3854.78 6643.23 m 3854.78 6727.37 l S q 10 0 0 10 0 0 cm BT /R23 7.01228 Tf 1 0 0 1 392.553 666.847 Tm (w\057o\056) Tj /R11 7.01228 Tf 14.0598 0 Td [ (Frame) -250.015 (Granularity) ] TJ ET Q 4656.84 6643.23 m 4656.84 6727.37 l S 4673.66 6643.23 m 4673.66 6727.37 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 666.847 Tm [ (40\0562) -963.99 (\05517\0568) ] TJ ET Q 5080.48 6643.23 m 5080.48 6727.37 l S 5097.31 6643.23 m 5097.31 6727.37 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 666.847 Tm [ (40\0562) -1045.99 (\05521\0560) ] TJ ET Q 3854.78 6559.08 m 3854.78 6643.23 l S q 10 0 0 10 0 0 cm BT /R23 7.01228 Tf 1 0 0 1 386.319 658.432 Tm (w\057o\056) Tj /R11 7.01228 Tf 14.0594 0 Td [ (Short\055term) -249.98 (Granularity) ] TJ ET Q 4656.84 6559.08 m 4656.84 6643.23 l S 4673.66 6559.08 m 4673.66 6643.23 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 658.432 Tm [ (51\0563) -1214 (\0556\0567) ] TJ ET Q 5080.48 6559.08 m 5080.48 6643.23 l S 5097.31 6559.08 m 5097.31 6643.23 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 658.432 Tm [ (57\0561) -1296 (\0554\0561) ] TJ ET Q 3854.78 6474.93 m 3854.78 6559.08 l S q 10 0 0 10 0 0 cm BT /R23 7.01228 Tf 1 0 0 1 386.515 650.017 Tm (w\057o\056) Tj /R11 7.01228 Tf 14.0598 0 Td [ (Long\055term) -249.994 (Granularity) ] TJ ET Q 4656.84 6474.93 m 4656.84 6559.08 l S 4673.66 6474.93 m 4673.66 6559.08 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 650.017 Tm [ (52\0568) -1214 (\0555\0562) ] TJ ET Q 5080.48 6474.93 m 5080.48 6559.08 l S 5097.31 6474.93 m 5097.31 6559.08 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 650.017 Tm [ (56\0560) -1296 (\0555\0562) ] TJ ET Q 3854.78 6390.78 m 3854.78 6474.93 l S q 10 0 0 10 0 0 cm BT /R23 7.01228 Tf 1 0 0 1 393.153 641.603 Tm (w\057o\056) Tj /R11 7.01228 Tf 14.0598 0 Td [ (V) 59.9883 (ideo) -249.987 (Granularity) ] TJ ET Q 4656.84 6390.78 m 4656.84 6474.93 l S 4673.66 6390.78 m 4673.66 6474.93 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 641.603 Tm [ (56\0564) -1214 (\0551\0566) ] TJ ET Q 5080.48 6390.78 m 5080.48 6474.93 l S 5097.31 6390.78 m 5097.31 6474.93 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 641.603 Tm [ (60\0564) -1296 (\0550\0568) ] TJ ET Q 3141.21 6389.38 m 5514.12 6389.38 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 325.359 628.7 Tm [ (Iterati) 25.0119 (v) 15.0232 (e) -249.984 (T) 35 (raining) ] TJ -0.65977 -8.41445 Td [ (via) -249.973 (Bootstrapping) ] TJ ET Q 3854.78 6303.83 m 3854.78 6387.98 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 410.389 632.907 Tm [ (1) -250.022 (iteration) ] TJ ET Q 4656.84 6303.83 m 4656.84 6387.98 l S 4673.66 6303.83 m 4673.66 6387.98 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 632.907 Tm [ (50\0568) -1214 (\0557\0562) ] TJ ET Q 5080.48 6303.83 m 5080.48 6387.98 l S 5097.31 6303.83 m 5097.31 6387.98 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 632.907 Tm [ (54\0569) -1296 (\0556\0563) ] TJ ET Q 3854.78 6219.68 m 3854.78 6303.83 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 409.901 624.493 Tm [ (3) -250.022 (iterations) ] TJ ET Q 4656.84 6219.68 m 4656.84 6303.83 l S 4673.66 6219.68 m 4673.66 6303.83 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 624.493 Tm [ (58\0560) -1381 (0\0560) ] TJ ET Q 5080.48 6219.68 m 5080.48 6303.83 l S 5097.31 6219.68 m 5097.31 6303.83 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 624.493 Tm [ (61\0562) -1462 (0\0560) ] TJ ET Q 3854.78 6135.53 m 3854.78 6219.68 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 409.901 616.078 Tm [ (4) -250.022 (iterations) ] TJ ET Q 4656.84 6135.53 m 4656.84 6219.68 l S 4673.66 6135.53 m 4673.66 6219.68 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 616.078 Tm [ (58\0560) -1381 (0\0560) ] TJ ET Q 5080.48 6135.53 m 5080.48 6219.68 l S 5097.31 6135.53 m 5097.31 6219.68 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 616.078 Tm [ (61\0562) -1462 (0\0560) ] TJ ET Q 3141.21 6134.13 m 5514.12 6134.13 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 334.639 607.382 Tm [ (More) -250.018 (Data) ] TJ ET Q 3854.78 6048.58 m 3854.78 6132.73 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 397.552 607.382 Tm [ (\053) -249.973 (LaSO) 39.9759 (T) -249.987 (dataset) -82.9948 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 447.767 607.382 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 451.273 607.382 Tm (\135) Tj ET Q 4656.84 6048.58 m 4656.84 6132.73 l S 4673.66 6048.58 m 4673.66 6132.73 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 607.382 Tm [ (59\0565) -1099.02 (\0531\0565) ] TJ ET Q 5080.48 6048.58 m 5080.48 6132.73 l S 5097.31 6048.58 m 5097.31 6132.73 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 607.382 Tm [ (62\0563) -1180.02 (\0531\0561) ] TJ ET Q 3141.21 6047.18 m 5514.12 6047.18 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 331.81 598.688 Tm (Post\055Process) Tj ET Q 3854.78 5961.63 m 3854.78 6045.77 l S q 10 0 0 10 0 0 cm BT /R23 7.01228 Tf 1 0 0 1 411.924 598.688 Tm (w\057o\056) Tj /R11 7.01228 Tf 14.0594 0 Td (CRF) Tj ET Q 4656.84 5961.63 m 4656.84 6045.77 l S 4673.66 5961.63 m 4673.66 6045.77 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 473.567 598.688 Tm [ (55\0563) -1214 (\0552\0567) ] TJ ET Q 5080.48 5961.63 m 5080.48 6045.77 l S 5097.31 5961.63 m 5097.31 6045.77 l S q 10 0 0 10 0 0 cm BT /R11 7.01228 Tf 1 0 0 1 515.931 598.688 Tm [ (58\0567) -1296 (\0552\0565) ] TJ ET Q 3141.21 5960.23 m 5514.12 5960.23 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 585.223 Tm [ (T) 79.9807 (able) -400.004 (1\072) ] TJ /R9 8.9664 Tf 35.725 0 Td [ (Ablation) -399.988 (study) -398.988 (on) -400.001 (D) 35.0157 (A) 145.018 (VIS) ] TJ /R19 5.9776 Tf 100.811 -0.99609 Td [ (1) -0.10619 (6) -0.09802 ] TJ /R9 8.9664 Tf 9.89297 0.99609 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 458.277 585.223 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 467.243 585.223 Tm (\135) Tj /R100 8.9664 Tf 6.5707 0 Td (val) Tj /R9 8.9664 Tf 19.7238 0 Td (set) Tj /R11 8.9664 Tf 10.4543 0 Td [ (\054) -436.983 (under) -400.007 (the) ] TJ -195.13 -10.959 Td [ (object\055le) 25.0066 (v) 14.9865 (el) -249.989 (Z\055V) 40.0067 (OS) -250.014 (setting\056) -310.022 (Please) -250.006 (see) ] TJ /R53 8.9664 Tf 138.773 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 451.731 574.264 Tm (4\0562) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 465.181 574.264 Tm [ (for) -250.006 (details\056) ] TJ /R9 11.9552 Tf -156.319 -20.8578 Td [ (4\056) -249.989 (Experiment) ] TJ /R9 10.9589 Tf 17.7512 TL T* [ (4\0561\056) -250.004 (Common) -250.009 (Setup) ] TJ /R9 9.9626 Tf T* [ (Implementation) -228.018 (Details\056) ] TJ /R11 9.9626 Tf 105.177 0 Td [ (W) 79.9866 (e) -228.006 (train) -227.011 (the) -227.991 (whole) -227.986 (netw) 10.0081 (ork) -227.996 (from) ] TJ -105.177 -11.9551 Td [ (scratch) -267.992 (on) -267.004 (the) -267.987 (OxUvA) -100.983 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 403.078 505.949 Tm (51) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 413.041 505.949 Tm [ (\135) -267.019 (tracking) -268.014 (dataset\054) -272.018 (as) -267.014 (in) -100.993 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 510.236 505.949 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 520.199 505.949 Tm [ (\135\056) -362.998 (Ox\055) ] TJ -211.337 -11.9551 Td [ (UvA) -392.003 (comprises) -391.003 (366) -391.998 (video) -391.993 (sequences) -390.984 (with) -391.988 (more) -392.003 (than) -391.998 (1\0565) ] TJ 11.9559 TL T* [ (million) -304.015 (frames) -305.005 (in) -304.015 (total\056) -472.995 (W) 79.9866 (e) -303.993 (train) -304.018 (our) -305.003 (model) -304.003 (with) -304.003 (SGD) -304.988 (op\055) ] TJ 11.9551 TL T* [ (timizer) 54.9933 (\056) -408.008 (F) 14.0124 (or) -281.99 (our) -283.004 (bootstrapping) -282.997 (based) -283.002 (iterati) 24.9909 (v) 14.9828 (e) -283.017 (training\054) -291.02 (tw) 10.0081 (o) ] TJ T* [ (iterations) -250.005 (are) -250.01 (used) -249.985 (and) -249.993 (each) -250.007 (tak) 10.0081 (es) -249.997 (about) -250.017 (8) -249.993 (hours\056) ] TJ /R9 9.9626 Tf 12.7699 TL T* [ <436f6e026775726174696f6e> -227.999 (and) -228.986 (Repr) 18.0068 (oduci) 1.01454 (bility) 69.9883 (\056) ] TJ /R11 9.9626 Tf 152.002 0 Td [ (MuG) -227.982 (is) -227.986 (implemented) ] TJ -152.002 -11.9551 Td [ (on) -338.992 (PyT) 80.0087 (orch\056) -578.016 (All) -338.985 (e) 15.0122 (xperiments) -339.007 (are) -339.012 (conducted) -338.983 (on) -340.012 (an) -339.002 (Nvidia) ] TJ 11.9551 TL T* [ (TIT) 93.009 (AN) -358.994 (Xp) -358.992 (GPU) -359.019 (and) -358.994 (an) -358.999 (Intel) -358.989 (\050R\051) -358.994 (Xeon) -358.989 (E5) -358.989 (CPU\056) -359.004 (All) -358.979 (our) ] TJ T* [ (implementations\054) -309.01 (trained) -296.017 (models\054) -309.012 (and) -297.004 (se) 15.0171 (gmentation) -297.004 (results) ] TJ T* [ (will) -250.012 (be) -249.997 (released) -250 (to) -249.985 (pro) 14.9852 (vide) -249.983 (the) -249.988 (full) -249.983 (details) -250.012 (of) -249.997 (our) -249.993 (approach\056) ] TJ /R9 10.9589 Tf 21.3738 TL T* [ (4\0562\056) -250.004 (Diagnostic) -249.991 (Experiments) ] TJ /R11 9.9626 Tf 11.9551 -17.7512 Td [ (A) -301.006 (series) -301.001 (of) -301.006 (ablation) -300.982 (studies) -301.013 (are) -300.979 (performed) -300.999 (for) -301.009 (assessing) ] TJ -11.9551 -11.9551 Td [ (the) -249.99 (ef) 25.0081 (fecti) 25.0179 (v) 14.9828 (eness) -249.99 (of) -249.995 (each) -250.005 (essential) -250.012 (component) -250.002 (of) -249.997 (MuG\056) ] TJ /R9 9.9626 Tf 12.7699 TL T* [ (Initial) -348.015 (F) 25.0203 (or) 17.997 (e\055Backgr) 18.0191 (ound) -346.991 (Kno) 9.98853 (wledge\056) ] TJ /R11 9.9626 Tf 164.165 0 Td (Baselines) Tj /R23 9.9626 Tf 41.65 0 Td (Heuris\055) Tj -205.815 -11.9551 Td [ (tic) -580.011 (Saliency) ] TJ /R11 9.9626 Tf 55.268 0 Td (and) Tj /R23 9.9626 Tf 20.1621 0 Td (CAM) Tj /R11 9.9626 Tf 27.2027 0 Td [ (gi) 24.986 (v) 14.9828 (e) -579.987 (the) -580.011 (scores) -578.997 (of) -580.021 (initial) -579.987 (fore\055) ] TJ -102.633 -11.9551 Td [ (background) -284.009 (kno) 24.9909 (wledge\054) -292.995 (based) -285.001 (on) -283.982 (their) -284.021 (CRF\055binarized) -285.001 (out\055) ] TJ 11.9559 TL T* [ (puts\056) -1061.01 (As) -499.985 (seen\054) -563 (with) -500.992 (the) -499.985 (lo) 24.986 (w\055quality) -500.005 (initial) -501.019 (kno) 24.9909 (wledge\054) ] TJ 11.9551 TL T* [ (our) -291.983 (MuG) -292.01 (g) 4.98446 (ains) -292.015 (huge) -293 (performance) -291.99 (impro) 15.0024 (v) 14.9828 (ements) -292.01 (\050) ] TJ /R36 9.9626 Tf 202.488 0 Td [ (\053) -0.80379 (20) ] TJ /R32 9.9626 Tf 17.7109 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.76719 0 Td [ (8\045) -0.30387 ] TJ /R11 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82.2723 0 Td (65\0563) Tj ET Q 4682.64 6805.98 m 4682.64 6896.56 l S 4700.76 6805.98 m 4700.76 6896.56 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 487.125 683.316 Tm (50\0560) Tj /R9 7.54826 Tf 36.2102 0 Td (74\0565) Tj /R11 7.54826 Tf -441.223 -9.05859 Td (Decay) Tj /R38 7.54826 Tf 21.1652 0 Td (\043) Tj ET Q 1117.36 6715.4 m 1117.36 6805.98 l S 1135.47 6715.4 m 1135.47 6805.98 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 127.452 674.257 Tm [ (8\0563) -3735 (10\0565) -3541 (14\0561) -3560 (2\0564) -3283.02 (12\0566) ] TJ /R9 7.54826 Tf 188.174 0 Td (0\0560) Tj ET Q 3381.29 6715.4 m 3381.29 6805.98 l S 3399.41 6715.4 m 3399.41 6805.98 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 366.53 674.257 Tm (19\0562) Tj /R9 7.54826 Tf 51.9348 0 Td (\0550\0564) Tj /R11 7.54826 Tf 32.2246 0 Td (2\0560) Tj ET Q 4682.64 6715.4 m 4682.64 6805.98 l S 4700.76 6715.4 m 4700.76 6805.98 l S q 10 0 0 10 0 0 cm BT /R9 7.54826 Tf 1 0 0 1 487.125 674.257 Tm (10\0567) Tj /R11 7.54826 Tf 36.2102 0 Td (11\0566) Tj ET Q 582.371 6713.89 m 5426.47 6713.89 l S q 10 0 0 10 0 0 cm BT /R38 7.54826 Tf 1 0 0 1 64.6531 655.84 Tm [ (F) 0.29999 ] TJ /R11 7.54826 Tf 17.5609 9.05781 Td (Mean) Tj /R38 7.54826 Tf 20.9613 0 Td (\042) Tj ET Q 1117.36 6621.8 m 1117.36 6712.38 l S 1135.47 6621.8 m 1135.47 6712.38 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 125.565 664.898 Tm [ (44\0561) -3485.01 (44\0567) -3541 (42\0567) -3309.99 (50\0568) ] TJ /R9 7.54826 Tf 153.748 0 Td (52\0563) Tj /R11 7.54826 Tf 34.4258 0 Td (51\0561) Tj ET Q 3381.29 6621.8 m 3381.29 6712.38 l S 3399.41 6621.8 m 3399.41 6712.38 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 366.53 664.898 Tm [ (39\0561) -5046.99 (18\0564) ] TJ /R9 7.54826 Tf 82.2723 0 Td (51\0565) Tj ET Q 4682.64 6621.8 m 4682.64 6712.38 l S 4700.76 6621.8 m 4700.76 6712.38 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 487.125 664.898 Tm (49\0563) Tj /R9 7.54826 Tf 36.2102 0 Td (56\0561) Tj /R11 7.54826 Tf -441.226 -9.05781 Td (Recall) Tj /R38 7.54826 Tf 21.1727 0 Td (\042) Tj ET Q 1117.36 6531.22 m 1117.36 6621.8 l S 1135.47 6531.22 m 1135.47 6621.8 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 125.565 655.84 Tm [ (43\0566) -3485.01 (52\0566) -3541 (37\0565) -3309.99 (60\0560) ] TJ /R9 7.54826 Tf 153.748 0 Td (51\0569) Tj /R11 7.54826 Tf 34.4258 0 Td (51\0566) Tj ET Q 3381.29 6531.22 m 3381.29 6621.8 l S 3399.41 6531.22 m 3399.41 6621.8 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 366.53 655.84 Tm [ (28\0566) -5297 (5\0566) ] TJ /R9 7.54826 Tf 82.2723 0 Td (53\0562) Tj ET Q 4682.64 6531.22 m 4682.64 6621.8 l S 4700.76 6531.22 m 4700.76 6621.8 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 487.125 655.84 Tm (52\0567) Tj /R9 7.54826 Tf 36.2102 0 Td (62\0561) Tj /R11 7.54826 Tf -441.223 -9.05859 Td (Decay) Tj /R38 7.54826 Tf 21.1652 0 Td (\043) Tj ET Q 1117.36 6440.64 m 1117.36 6531.22 l S 1135.47 6440.64 m 1135.47 6531.22 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 125.565 646.781 Tm [ (12\0569) -3485.01 (11\0567) -3541 (10\0566) -3560 (5\0561) -3283.02 (11\0564) ] TJ /R9 7.54826 Tf 190.061 0 Td (2\0569) Tj ET Q 3381.29 6440.64 m 3381.29 6531.22 l S 3399.41 6440.64 m 3399.41 6531.22 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 366.53 646.781 Tm (17\0569) Tj /R9 7.54826 Tf 53.1918 0 Td (1\0569) Tj /R11 7.54826 Tf 30.9676 0 Td (2\0561) Tj ET Q 4682.64 6440.64 m 4682.64 6531.22 l S 4700.76 6440.64 m 4700.76 6531.22 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 487.125 646.781 Tm (10\0565) Tj /R9 7.54826 Tf 36.2102 0 Td (3\05655) Tj ET Q 582.371 6439.14 m 5426.47 6439.14 l S q 10 0 0 10 0 0 cm BT /R38 7.54826 Tf 1 0 0 1 62.7664 637.422 Tm [ (T) -0.59998 ] TJ /R11 7.54826 Tf 19.4477 0 Td (Mean) Tj /R38 7.54826 Tf 20.9613 0 Td (\043) Tj ET Q 1117.36 6347.04 m 1117.36 6437.62 l S 1135.47 6347.04 m 1135.47 6437.62 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 125.565 637.422 Tm (39\0561) Tj /R9 7.54826 Tf 39.5172 0 Td (25\0560) Tj /R11 7.54826 Tf 39.9324 0 Td [ (26\0569) -3309.99 (30\0561) -3033.02 (42\0565) -2811.02 (36\0566) ] TJ ET Q 3381.29 6347.04 m 3381.29 6437.62 l S 3399.41 6347.04 m 3399.41 6437.62 l S q 10 0 0 10 0 0 cm BT /R11 7.54826 Tf 1 0 0 1 366.53 637.422 Tm [ (36\0564) -5046.99 (37\0565) ] TJ /R9 7.54826 Tf 82.2723 0 Td (30\0561) Tj ET Q 4682.64 6347.04 m 4682.64 6437.62 l S 4700.76 6347.04 m 4700.76 6437.62 l S q 10 0 0 10 0 0 cm BT /R9 7.54826 Tf 1 0 0 1 487.125 637.422 Tm (28\0562) Tj /R11 7.54826 Tf 36.2102 0 Td (58\0566) Tj ET Q 582.371 6345.54 m 5426.47 6345.54 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 623.742 Tm [ (T) 79.9813 (able) -300.02 (2\072) ] TJ /R9 8.9664 Tf 33.0367 0 Td [ (Ev) 9.98942 (aluation) -299.996 (of) -300.006 (object\055le) 15.0015 (v) 10.02 (el) -300.001 (Z\055V) 44.9922 (OS) -299.006 (on) -300.016 (D) 35.0157 (A) 145.018 (VIS) ] TJ /R19 5.9776 Tf 169.018 -0.99609 Td [ (1) -0.09802 (6) -0.09802 ] TJ /R100 8.9664 Tf 10.493 0.99609 Td (val) Tj /R9 8.9664 Tf 18.8277 0 Td [ (set) -132.989 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 296.121 623.742 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 305.088 623.742 Tm [ (\135) -300.005 (\050) ] TJ /R53 8.9664 Tf 9.85664 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 319.039 623.742 Tm (4\0563) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 330.247 623.742 Tm (\051) Tj /R11 8.9664 Tf 2.98594 0 Td [ (\054) -311.994 (with) -299.983 (re) 14.9974 (gion) -299.983 (similarity) ] TJ /R53 8.9664 Tf 86.202 0 Td [ (J) -0.59903 ] TJ /R11 8.9664 Tf 7.90469 0 Td [ (\054) -311.994 (boundary) -299.981 (accurac) 15.0083 (y) ] TJ /R53 8.9664 Tf 76.0094 0 Td [ (F) -0.29951 ] TJ /R11 8.9664 Tf 10.1848 0 Td [ (and) -300.013 (time) ] TJ -463.422 -10.959 Td (stability) Tj /R53 8.9664 Tf 31.1398 0 Td [ (T) -0.20013 ] TJ /R11 8.9664 Tf 7.34922 0 Td [ (\056) -309.99 (\050The) -250.017 (best) -249.984 (scores) -250.022 (in) -250.014 (each) -249.992 (supervision) -249.987 (setting) -250.011 (are) -249.987 (mark) 9.99554 (ed) -249.997 (in) ] TJ /R9 8.9664 Tf 214.599 0 Td (bold) Tj /R11 8.9664 Tf 16.9461 0 Td [ (\056) -309.99 (These) -250.017 (notes) -249.984 (are) -249.987 (the) -249.989 (same) -250 (to) -250.011 (other) -250 (tables\056\051) ] TJ ET Q 3.09365 w 583.91 6053.56 m 5426.43 6053.56 l S 7.74191 w 583.91 6048.14 m 5426.43 6048.14 l S 0.90039 g 583.91 5951.34 514.16 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 65.5988 597.922 Tm (Supervision) Tj ET Q 3.09365 w 1099.62 5951.34 m 1099.62 6044.26 l S 1118.2 5951.34 m 1118.2 6044.26 l S 0.90039 g 1119.75 5951.34 1514.26 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 166.075 597.922 Tm [ (Non) -250.008 (Learning) ] TJ ET Q 2635.56 5951.34 m 2635.56 6044.26 l S 2654.15 5951.34 m 2654.15 6044.26 l S 0.90039 g 2655.7 5951.34 1266.94 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 292.679 597.922 Tm [ (Unsupervised) -250.01 (Learning) ] TJ ET Q 3924.2 5951.34 m 3924.2 6044.26 l S 3942.78 5951.34 m 3942.78 6044.26 l S 0.90039 g 3944.32 5951.34 1482.1 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 424.011 597.922 Tm [ (W) 80.0148 (eakly\055supervised) -250.019 (Learning) ] TJ ET Q 0.90039 g 583.91 5858.41 514.16 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 72.0527 588.629 Tm (Method) Tj ET Q 1099.62 5858.41 m 1099.62 5951.34 l S 1118.2 5858.41 m 1118.2 5951.34 l S 0.90039 g 1119.75 5858.41 475.34 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 115.846 588.629 Tm [ (CRANE) -83.024 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 145.313 588.629 Tm (47) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 153.056 588.629 Tm (\135) Tj ET Q 0.90039 g 1595.09 5858.41 329.063 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 163.382 588.629 Tm [ (NLC) -82.983 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 182.091 588.629 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 185.963 588.629 Tm (\135) Tj ET Q 0.90039 g 1924.15 5858.41 346.336 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 196.288 588.629 Tm [ (FST) -83 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 212.852 588.629 Tm (33) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 220.596 588.629 Tm (\135) Tj ET Q 0.90039 g 2270.49 5858.41 363.52 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 230.921 588.629 Tm [ (ARP) -83 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 249.204 588.629 Tm (19) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 256.948 588.629 Tm (\135) Tj ET Q 2635.56 5858.41 m 2635.56 5951.34 l S 2654.15 5858.41 m 2654.15 5951.34 l S 0.90039 g 2655.7 5858.41 662.516 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 269.441 588.629 Tm [ (Motion) -249.994 (Masks) -82.9941 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 317.624 588.629 Tm (34) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 325.368 588.629 Tm (\135) Tj ET Q 0.90039 g 3318.21 5858.41 359.184 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 335.693 588.629 Tm [ (TSN) -83.0098 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 353.543 588.629 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 361.286 588.629 Tm (\135) Tj ET Q 0.90039 g 3677.39 5858.41 245.242 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.74393 Tf 1 0 0 1 371.611 588.629 Tm (Ours) Tj ET Q 3924.2 5858.41 m 3924.2 5951.34 l S 3942.78 5858.41 m 3942.78 5951.34 l S 0.90039 g 3944.32 5858.41 410.836 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 398.304 588.629 Tm [ (SOSD) -83.0161 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 421.32 588.629 Tm (75) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 429.064 588.629 Tm (\135) Tj ET Q 0.90039 g 4355.16 5858.41 359.262 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 439.389 588.629 Tm [ (BBF) -83.0161 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 457.246 588.629 Tm (42) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 464.991 588.629 Tm (\135) Tj ET Q 0.90039 g 4714.43 5858.41 466.742 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 475.314 588.629 Tm [ (COSEG) -82.9972 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 503.921 588.629 Tm (50) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 511.665 588.629 Tm (\135) Tj ET Q 0.90039 g 5181.17 5858.41 245.246 92.9258 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.74393 Tf 1 0 0 1 521.99 588.629 Tm (Ours) Tj ET Q 583.91 5856.86 m 5426.43 5856.86 l S 583.91 5838.28 m 5426.43 5838.28 l S q 10 0 0 10 0 0 cm BT /R38 7.74393 Tf 1 0 0 1 64.1988 577.168 Tm [ (J) -0.79999 ] TJ /R11 7.74393 Tf 10.5512 0 Td (Mean) Tj /R38 7.74393 Tf 19.5688 0 Td (\042) Tj ET Q 1099.62 5743.8 m 1099.62 5836.73 l S 1118.2 5743.8 m 1118.2 5836.73 l S q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 128.966 577.168 Tm [ (23\0569) -3443.99 (27\0567) ] TJ /R9 7.74393 Tf 73.9902 0 Td (53\0568) Tj /R11 7.74393 Tf 35.4926 0 Td (46\0562) Tj ET Q 2635.56 5743.8 m 2635.56 5836.73 l S 2654.15 5743.8 m 2654.15 5836.73 l S q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 291.919 577.168 Tm [ (32\0561) -4847 (52\0562) ] TJ /R9 7.74393 Tf 81.3063 0 Td (57\0567) Tj ET Q 3924.2 5743.8 m 3924.2 5836.73 l S 3942.78 5743.8 m 3942.78 5836.73 l S q 10 0 0 10 0 0 cm BT /R11 7.74393 Tf 1 0 0 1 408.198 577.168 Tm [ (54\0561) -3221.99 (53\0563) -3584.02 (58\0561) ] TJ /R9 7.74393 Tf 115.406 0 Td (62\0564) Tj ET Q 583.91 5742.25 m 5426.43 5742.25 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 59.9391 563.41 Tm [ (T) 79.9813 (able) -250.007 (3\072) ] TJ /R9 8.9664 Tf 31.6961 0 Td [ (Ev) 9.98942 (aluation) -249.982 (of) -249.993 (object\055le) 15.0015 (v) 10.02 (el) -249.988 (Z\055V) 44.9922 (OS) -249.995 (on) -250.003 (Y) 110.994 (outube\055Objects) -83.0194 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 300.122 563.41 Tm (39) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 309.088 563.41 Tm [ (\135) -249.992 (\050) ] TJ /R53 8.9664 Tf 8.21289 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 321.397 563.41 Tm (4\0563) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 332.605 563.41 Tm (\051) Tj /R11 8.9664 Tf 2.98594 0 Td [ (\054) -250 (with) -250.014 (mean) ] TJ /R53 8.9664 Tf 44.3289 0 Td [ (J) -0.59903 ] TJ /R11 8.9664 Tf 7.90625 0 Td [ (\056) -309.99 (See) -249.997 (the) -249.989 (supplementary) -250.022 (for) -250.006 (more) -250 (details\056) ] TJ /R11 9.9626 Tf -337.714 -17.2352 Td [ (with) -318.984 (more) -318.016 (iterations) -319.012 (of) -319.004 (our) -318.018 (bootstrapping) -318.991 (training) -319.015 (strate) 14.9852 (gy) ] TJ 11.9551 TL (\050) ' /R36 9.9626 Tf 3.31797 0 Td (1) Tj /R38 9.9626 Tf 8.9418 0 Td (\041) Tj /R36 9.9626 Tf 13.9242 0 Td (2) Tj /R11 9.9626 Tf 4.98203 0 Td [ (\051\054) -442.986 (better) -404.984 (performance) -404.991 (can) -404.995 (be) -404.01 (obtained\056) -773.998 (Ho) 24.9836 (we) 25.013 (v) 14.9828 (er) 39.986 (\054) ] TJ -31.166 -11.9551 Td [ (further) -336.019 (iterations) -335.989 (\050) ] TJ /R36 9.9626 Tf 74.1969 0 Td (2) Tj /R38 9.9626 Tf 7.67109 0 Td (\041) Tj /R36 9.9626 Tf 12.6531 0 Td (4) Tj /R11 9.9626 Tf 4.98086 0 Td [ (\051) -335.987 (gi) 24.9885 (v) 14.9828 (e) -335.988 (only) -334.981 (mar) 18.0019 (ginal) -336.003 (performance) ] TJ -99.502 -11.9559 Td [ (change\056) -309.983 (W) 79.9873 (e) -250.002 (thus) -250.013 (use) -249.99 (tw) 10.0081 (o) -249.993 (iterations) -250.004 (in) -249.985 (all) -249.988 (the) -249.99 (e) 15.0122 (xperiments\056) ] TJ /R9 9.9626 Tf T* [ (Mor) 17.9982 (e) -200.99 (T) 74.0011 (raining) -201.996 (Data\056) ] TJ /R11 9.9626 Tf 89.8699 0 Td [ (T) 79.9903 (o) -202 (sho) 24.9922 (w) -200.984 (the) -201.998 (potenti) 1.01209 (al) -202.003 (of) -200.984 (our) -201.998 (unsuper) 20.0163 (\055) ] TJ -89.8699 -11.9551 Td [ (vised\057weakly) -366.999 (supervised) -367.01 (V) 39.9958 (OS) -367.02 (learning) -367.02 (scheme\054) -396 (we) -367 (probe) ] TJ T* [ (the) -422 (upper) -422.981 (bound) -421.983 (by) -421.998 (training) -422.018 (on) -423.018 (additional) -422.008 (videos\056) -827.011 (W) 39.9933 (ith) ] TJ T* [ (more) -340.992 (training) -341.992 (data) -340.998 (\0501400) -340.985 (videos\051) -342 (from) -340.992 (LaSO) 40.0105 (T) -340.997 (dataset) -175.017 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 275.575 462.489 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 280.557 462.489 Tm (\135\054) Tj -230.445 -11.9551 Td [ (performance) -249.997 (boosts) -250.002 (can) -250.001 (be) -249.996 (observ) 14.9914 (ed) -249.996 (in) -249.985 (both) -250.015 (tw) 10.0081 (o) -249.993 (settings\056) ] TJ /R9 10.9589 Tf 17.8527 TL T* [ (4\0563\056) -250.005 (P) 20.0133 (erf) 24.9829 (ormance) -250.016 (f) 24.9957 (or) -249.985 <4f626a656374ad4c65> 14.983 (v) 9.99495 (el) -249.991 <5aad56> 44.9946 (OS) ] TJ /R9 9.9626 Tf 16.9363 TL (Datasets\056) ' /R11 9.9626 Tf 45.827 0 Td [ (Experiments) -392.993 (are) -393.986 (conducted) -393.013 (on) -392.983 (tw) 10.0081 (o) -392.988 (f) 9.99588 (amous) -393.988 (Z\055) ] TJ -45.827 -11.9559 Td [ (V) 39.9964 (OS) -211.987 (datasets\072) -290.985 (D) 39.9958 (A) 135 (VIS) -44.9986 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 141.419 403.789 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 151.382 403.789 Tm [ (\135) -212.988 (and) -211.998 (Y) 109.984 (outube\055Objects) -45.0121 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 244.054 403.789 Tm (39) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 254.016 403.789 Tm [ (\135\054) -220.003 (which) ] TJ -203.904 -11.9551 Td [ (ha) 19.9973 (v) 14.9828 (e) -285.996 (pix) 14.995 (el\055wise\054) -294.996 (object\055le) 24.9909 (v) 14.9828 (el) -285.989 (annotations\056) -418.001 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 198.867 -1.49375 Td [ (1) -0.50062 (6) -0.50062 ] TJ /R11 9.9626 Tf 11.2902 1.49375 Td [ (has) -285.984 (50) ] TJ -210.157 -11.9551 Td [ (videos) -228.997 (\0503\054455) -227.982 (frames\051\054) -233.017 (co) 15.0183 (v) 14.9828 (ering) -229.011 (a) -228.986 (wide) -227.99 (range) -228.984 (of) -229.018 (challenges\054) ] TJ 11.9547 TL T* [ (such) -362.006 (as) -360.997 (f) 9.99527 (ast) -362.009 (motion\054) -390.008 (occlusion\054) -388.999 (dynamic) -361.993 (background\054) ] TJ /R23 9.9626 Tf 222.143 0 Td (etc) Tj /R11 9.9626 Tf 11.616 0 Td (\056) Tj -233.759 -11.9551 Td [ (It) -323.001 (is) -322.011 (split) -323.012 (i) 0.98758 (n) -1.01454 (t) 0.98758 (o) -323 (a) ] TJ /R21 9.9626 Tf 65.8879 0 Td (train) Tj /R11 9.9626 Tf 33.1012 0 Td [ (set) -322.996 (\05030) -322.017 (videos\051) -322.985 (and) -322.02 (a) ] TJ /R21 9.9626 Tf 88.5527 0 Td (val) Tj /R11 9.9626 Tf 21.1461 0 Td [ (set) -322.995 (\05020) ] TJ -208.688 -11.9551 Td [ (videos\051\056) -901.003 (Y) 109.985 (outube\055Objects) -446.984 (contains) -446.996 (126) -447.009 (video) -447.006 (sequences) ] TJ 11.9559 TL T* [ (that) -266.019 (belong) -266.992 (to) -265.983 (10) -265.985 (cate) 15.011 (gories) -266.998 (\050such) -265.986 (as) ] TJ /R23 9.9626 Tf 148.465 0 Td (cat) Tj /R11 9.9626 Tf 12.1742 0 Td (\054) Tj /R23 9.9626 Tf 5.18477 0 Td [ (do) 10.0081 (g) ] TJ /R11 9.9626 Tf 14.8441 0 Td (\054) Tj /R23 9.9626 Tf 5.18516 0 Td (etc) Tj /R11 9.9626 Tf 11.6156 0 Td [ (\056\051) -265.995 (and) -267.009 (has) ] TJ -197.469 -11.9551 Td [ (25\054673) -246.01 (frames) -245.994 (in) -245.986 (total\056) -308.983 (The) ] TJ /R21 9.9626 Tf 110.829 0 Td (val) Tj /R11 9.9626 Tf 20.384 0 Td [ (set) -245.99 (of) -245.997 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 52.9609 -1.49414 Td [ (1) -0.50062 (6) -0.50062 ] TJ /R11 9.9626 Tf 10.891 1.49414 Td [ (and) -245.993 (whole) ] TJ -195.065 -11.9551 Td [ (Y) 109.985 (outube\055Objects) -249.997 (are) -250.01 (used) -249.985 (for) -249.999 (e) 25.0105 (v) 24.9811 (aluation\056) ] TJ /R9 9.9626 Tf 11.9551 TL T* [ (Ev) 10.0167 (aluation) -348.005 (Criteria\056) ] TJ /R11 9.9626 Tf 92.7 0 Td [ (F) 14.9926 (or) -348.019 (f) 9.99466 (air) -349 (comparison\054) -373 (we) -347.984 (follo) 24.9983 (w) -348.998 (the) ] TJ -92.7 -11.9547 Td [ (of) 25.0173 <026369616c> -274.012 (e) 25.0111 (v) 24.9811 (aluation) -274.005 (protocols) -273.019 (of) -273.992 (each) -274.002 (dataset\056) -382 (F) 14.9926 (or) -273.011 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 225.319 -1.49492 Td [ (1) -0.50062 (6) -0.50062 ] TJ /R11 9.9626 Tf 8.44023 1.49492 Td (\054) Tj -233.759 -11.9551 Td [ (we) -382.996 (report) -382.989 (re) 15.0098 (gion) -383.012 (similarity) ] TJ /R38 9.9626 Tf 114.166 0 Td [ (J) -0.80011 ] TJ /R11 9.9626 Tf 8.5918 0 Td [ (\054) -416.007 (boundary) -383.012 (accurac) 14.9975 (y) ] TJ /R38 9.9626 Tf 87.1422 0 Td [ (F) 0.29897 ] TJ /R11 9.9626 Tf 11.9641 0 Td (and) Tj -221.864 -11.9559 Td [ (time) -310.985 (stability) ] TJ /R38 9.9626 Tf 56.023 0 Td [ (T) -0.60039 ] TJ /R11 9.9626 Tf 7.95781 0 Td [ (\056) -493.994 (F) 14.9926 (or) -311.006 (Y) 109.984 (outube\055Objects\054) -325.982 (the) -311 (performance) -311.987 (is) ] TJ -63.9809 -11.9551 Td [ (e) 25.0111 (v) 24.9811 (aluated) -249.986 (in) -249.985 (terms) -250.018 (of) -249.996 (re) 15.0098 (gion) -250.015 (similarity) ] TJ /R38 9.9626 Tf 154.309 0 Td [ (J) -0.80134 ] TJ /R11 9.9626 Tf 8.59297 0 Td (\056) Tj /R9 9.9626 Tf -162.902 -11.9551 Td [ (P) 20 (ost\055pr) 18.0117 (ocessing) 15.0134 (\056) ] TJ /R11 9.9626 Tf 74.9758 0 Td [ (F) 14.9926 (ollo) 25 (wing) -367.997 (the) -366.99 (common) -367.983 (protocol) -367.01 (in) -368.005 (this) ] TJ -74.9758 -11.9551 Td [ (area) -72.0045 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 70.7348 224.462 Tm (49) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 80.6973 224.462 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 85.559 224.462 Tm (45) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 95.5215 224.462 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 100.393 224.462 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 105.375 224.462 Tm [ (\135\054) -241.02 (the) -237.992 <026e616c> -238.997 (se) 15.0183 (gmentation) -239.013 (results) -238.014 (are) -238.992 (optimized) ] TJ -55.2625 -11.9551 Td [ (by) -249.988 (CRF) -83.0039 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 85.5391 212.507 Tm (21) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 95.5016 212.507 Tm [ (\135) -250 (\050about) -249.983 (0\0563s) -250.018 (per) -250 (frame\051\056) ] TJ /R9 9.9626 Tf -45.3895 -11.9559 Td [ (Quantitati) 10.0149 (v) 10.0032 (e) -291.015 (Results\056) ] TJ /R11 9.9626 Tf 94.184 0 Td [ (T) 79.9903 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 167.42 200.551 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 175.3 200.551 Tm [ (presents) -290.993 (the) -291.003 (comparison) -291.015 (re\055) ] TJ -125.188 -11.9551 Td [ (sults) -246.986 (with) -246.996 (se) 25.0173 (v) 14.9828 (eral) -246.983 (non\055learning\054) -248.005 (unsupervised) -247.02 (or) -247.015 (weakly) -247.005 (su\055) ] TJ 11.9551 TL T* [ (pervised) -389.997 (learning) -391.016 (competitors) -390.01 (in) -390.981 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 165.446 -1.49375 Td [ (1) -0.50062 (6) -0.50062 ] TJ /R11 9.9626 Tf 12.3297 1.49375 Td [ (dataset\056) -731 (MuG) ] TJ -177.776 -11.9547 Td [ (e) 15.0128 (xceeds) -257.993 (current) -257.994 (leading) -258.015 (unsupervised) -259.017 (learning\055based) -258.013 (meth\055) ] TJ T* [ (ods) -211.988 (\050) ] TJ /R23 9.9626 Tf 19.2641 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td [ (\056\054) -219.017 (Motion) -212.003 (Masks) -44.9876 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 147.454 152.731 Tm (34) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 157.416 152.731 Tm [ (\135) -212.008 (and) -211.017 (TSN) -44.9913 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 201.919 152.731 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 211.882 152.731 Tm [ (\135) -212.006 (\051) -212.006 (in) -211.011 (lar) 17.997 (ge) -212.004 (mar) 18.0019 (gins) ] TJ -161.77 -11.9551 Td (\05058\0560) Tj /R23 9.9626 Tf 22.848 0 Td (vs) Tj /R11 9.9626 Tf 10.3938 0 Td [ (48\0569) -209.986 (and) -211.017 (58\0560) ] TJ /R23 9.9626 Tf 55.5422 0 Td (vs) Tj /R11 9.9626 Tf 10.3938 0 Td [ (31\0562\051\056) -296.992 (MuG) -209.986 (also) -209.989 (outperforms) -210.992 (clas\055) ] TJ -99.1777 -11.9559 Td [ (sical) -330.992 (weakly\055supervised) -331.007 (Z\055V) 39.997 (OS) -330.986 (method) -331.994 (COSEG) -164.014 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 252.702 128.82 Tm (50) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 262.664 128.82 Tm [ (\135\054) -351.98 (and) ] TJ -212.552 -11.9551 Td [ (all) -191.017 (the) -191.019 (pre) 25.013 (vious) -190.999 (heuristic) -191.001 (methods\056) -289.991 (T) 79.9903 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 209.514 116.865 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 216.398 116.865 Tm [ (summarizes) -190.995 (com\055) ] TJ -166.286 -11.9551 Td [ (parison) -312.006 (results) -310.982 (on) -312.017 (Y) 109.984 (outube\055Objects) -311.007 (dataset\054) -326.99 (sho) 24.9934 (wing) -312.007 (ag) 5.01877 (ain) ] TJ 11.9551 TL T* [ (our) -269.007 (superior) -270.016 (performance) -269.014 (in) -269.982 (both) -268.992 (unsupervised) -269.016 (and) -269.989 (weakly) ] TJ T* [ (supervised) -250.009 (learning) -250.02 (settings\056) ] TJ ET Q 3.14981 w 3147.75 5509.98 m 5514.15 5509.98 l S 7.88244 w 3147.75 5504.47 m 5514.15 5504.47 l S 0.90039 g 3147.75 5405.91 580.563 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 324.967 543.429 Tm (Supervision) Tj ET Q 3.14981 w 3729.89 5405.91 m 3729.89 5500.52 l S 3748.82 5405.91 m 3748.82 5500.52 l S 0.90039 g 3750.39 5405.91 697.934 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 383.105 543.429 Tm [ (Fully) -249.981 (Supervised) ] TJ ET Q 4449.9 5405.91 m 4449.9 5500.52 l S 4468.83 5405.91 m 4468.83 5500.52 l S 0.90039 g 4470.41 5405.91 507.285 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 450.726 543.429 Tm (Unsupervised) Tj ET Q 4979.27 5405.91 m 4979.27 5500.52 l S 4998.19 5405.91 m 4998.19 5500.52 l S 0.90039 g 4999.77 5405.91 514.383 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 503.13 543.429 Tm [ (W) 80.0126 (eakly\055super) 54.987 (\056) ] TJ ET Q 0.90039 g 3147.75 5311.29 580.563 94.6133 re f 3729.89 5311.29 m 3729.89 5405.91 l S 3748.82 5311.29 m 3748.82 5405.91 l S 3750.39 5311.29 217.613 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 378.193 533.968 Tm [ (A) 39.9846 (GS) ] TJ ET Q 0.90039 g 3968 5311.29 216.426 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 399.954 533.968 Tm (PDB) Tj ET Q 0.90039 g 4184.43 5311.29 263.895 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 421.597 533.968 Tm [ (R) 80.0126 (V) 39.9877 (OS) ] TJ ET Q 4449.9 5311.29 m 4449.9 5405.91 l S 4468.83 5311.29 m 4468.83 5405.91 l S 0.90039 g 4470.41 5311.29 273.352 94.6133 re f 4743.76 5311.29 233.934 94.6133 re f 4979.27 5311.29 m 4979.27 5405.91 l S 4998.19 5311.29 m 4998.19 5405.91 l S 4999.77 5311.29 273.352 94.6133 re f 5273.12 5311.29 241.031 94.6133 re f 3147.75 5216.68 580.563 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 331.539 529.237 Tm (Method) Tj ET Q 3729.89 5216.68 m 3729.89 5311.29 l S 3748.82 5216.68 m 3748.82 5311.29 l S 0.90039 g 3750.39 5216.68 217.613 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.68 524.507 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 382.306 524.507 Tm (63) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 390.19 524.507 Tm (\135) Tj ET Q 0.90039 g 3968 5216.68 216.426 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 401.382 524.507 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 404.008 524.507 Tm (45) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 411.892 524.507 Tm (\135) Tj ET Q 0.90039 g 4184.43 5216.68 263.895 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 425.399 524.507 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 428.024 524.507 Tm (53) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 435.909 524.507 Tm (\135) Tj ET Q 4449.9 5216.68 m 4449.9 5311.29 l S 4468.83 5216.68 m 4468.83 5311.29 l S 0.90039 g 4470.41 5216.68 273.352 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.8845 Tf 1 0 0 1 450.195 529.237 Tm (Ours\052) Tj ET Q 0.90039 g 4743.76 5216.68 233.934 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.8845 Tf 1 0 0 1 477.53 529.237 Tm (Ours) Tj ET Q 4979.27 5216.68 m 4979.27 5311.29 l S 4998.19 5216.68 m 4998.19 5311.29 l S 0.90039 g 4999.77 5216.68 273.352 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.8845 Tf 1 0 0 1 503.13 529.237 Tm (Ours\052) Tj ET Q 0.90039 g 5273.12 5216.68 241.031 94.6133 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.8845 Tf 1 0 0 1 530.821 529.237 Tm (Ours) Tj ET Q 3147.75 5215.11 m 5514.15 5215.11 l S 3147.75 5196.18 m 5514.15 5196.18 l S q 10 0 0 10 0 0 cm BT /R38 7.8845 Tf 1 0 0 1 317.929 512.837 Tm [ (J) -0.79889 ] TJ /R36 7.8845 Tf 6.80039 0 Td [ (\046) -0.80198 ] TJ /R38 7.8845 Tf 6.13281 0 Td [ (F) 0.29726 ] TJ /R11 7.8845 Tf 12.8676 0 Td (Mean) Tj /R38 7.8845 Tf 21.8949 0 Td (\042) Tj ET Q 3729.89 5099.98 m 3729.89 5194.6 l S 3748.82 5099.98 m 3748.82 5194.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.021 512.837 Tm [ (45\0566) -1002.98 (40\0564) -1295.97 (22\0565) ] TJ ET Q 4449.9 5099.98 m 4449.9 5194.6 l S 4468.83 5099.98 m 4468.83 5194.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 453.81 512.837 Tm [ (36\0565) -1467 (37\0563) ] TJ ET Q 4979.27 5099.98 m 4979.27 5194.6 l S 4998.19 5099.98 m 4998.19 5194.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 506.745 512.837 Tm [ (40\0566) -1511.98 (41\0567) ] TJ ET Q 3147.75 5098.41 m 5514.15 5098.41 l S q 10 0 0 10 0 0 cm BT /R38 7.8845 Tf 1 0 0 1 324.22 493.599 Tm [ (J) -0.79889 ] TJ /R11 7.8845 Tf 19.5098 9.46133 Td (Mean) Tj /R38 7.8845 Tf 21.8949 0 Td (\042) Tj ET Q 3729.89 5002.22 m 3729.89 5096.84 l S 3748.82 5002.22 m 3748.82 5096.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.021 503.06 Tm [ (42\0561) -1002.98 (37\0567) -1295.97 (17\0567) ] TJ ET Q 4449.9 5002.22 m 4449.9 5096.84 l S 4468.83 5002.22 m 4468.83 5096.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 453.81 503.06 Tm [ (33\0568) -1467 (35\0560) ] TJ ET Q 4979.27 5002.22 m 4979.27 5096.84 l S 4998.19 5002.22 m 4998.19 5096.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 506.745 503.06 Tm [ (37\0567) -1511.98 (38\0569) ] TJ -163.125 -9.46133 Td (Recall) Tj /R38 7.8845 Tf 22.1152 0 Td (\042) Tj ET Q 3729.89 4907.61 m 3729.89 5002.22 l S 3748.82 4907.61 m 3748.82 5002.22 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.021 493.599 Tm [ (48\0565) -1002.98 (42\0566) -1295.97 (16\0562) ] TJ ET Q 4449.9 4907.61 m 4449.9 5002.22 l S 4468.83 4907.61 m 4468.83 5002.22 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 453.81 493.599 Tm [ (38\0562) -1467 (39\0563) ] TJ ET Q 4979.27 4907.61 m 4979.27 5002.22 l S 4998.19 4907.61 m 4998.19 5002.22 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 506.745 493.599 Tm [ (42\0565) -1511.98 (44\0563) ] TJ -163.122 -9.46133 Td (Decay) Tj /R38 7.8845 Tf 22.1082 0 Td (\043) Tj ET Q 3729.89 4812.99 m 3729.89 4907.6 l S 3748.82 4812.99 m 3748.82 4907.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 380.992 484.138 Tm [ (2\0566) -1501.99 (4\0560) -1795.98 (1\0566) ] TJ ET Q 4449.9 4812.99 m 4449.9 4907.6 l S 4468.83 4812.99 m 4468.83 4907.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 455.78 484.138 Tm [ (2\0561) -1967 (3\0568) ] TJ ET Q 4979.27 4812.99 m 4979.27 4907.6 l S 4998.19 4812.99 m 4998.19 4907.6 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 508.717 484.138 Tm [ (1\0569) -2011.99 (2\0567) ] TJ ET Q 3147.75 4811.41 m 5514.15 4811.41 l S q 10 0 0 10 0 0 cm BT /R38 7.8845 Tf 1 0 0 1 324.396 464.899 Tm [ (F) 0.29726 ] TJ /R11 7.8845 Tf 19.3344 9.46133 Td (Mean) Tj /R38 7.8845 Tf 21.8949 0 Td (\042) Tj ET Q 3729.89 4715.23 m 3729.89 4809.84 l S 3748.82 4715.23 m 3748.82 4809.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.021 474.361 Tm [ (49\0560) -1002.98 (43\0560) -1295.97 (27\0563) ] TJ ET Q 4449.9 4715.23 m 4449.9 4809.84 l S 4468.83 4715.23 m 4468.83 4809.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 453.81 474.361 Tm [ (38\0560) -1467 (39\0566) ] TJ ET Q 4979.27 4715.23 m 4979.27 4809.84 l S 4998.19 4715.23 m 4998.19 4809.84 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 506.745 474.361 Tm [ (43\0565) -1511.98 (44\0565) ] TJ -163.125 -9.46133 Td (Recall) Tj /R38 7.8845 Tf 22.1152 0 Td (\042) Tj ET Q 3729.89 4620.61 m 3729.89 4715.23 l S 3748.82 4620.61 m 3748.82 4715.23 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 379.021 464.899 Tm [ (51\0565) -1002.98 (44\0566) -1295.97 (24\0568) ] TJ ET Q 4449.9 4620.61 m 4449.9 4715.23 l S 4468.83 4620.61 m 4468.83 4715.23 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 453.81 464.899 Tm [ (38\0566) -1467 (41\0561) ] TJ ET Q 4979.27 4620.61 m 4979.27 4715.23 l S 4998.19 4620.61 m 4998.19 4715.23 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 506.745 464.899 Tm [ (44\0569) -1511.98 (46\0566) ] TJ -163.122 -9.46133 Td (Decay) Tj /R38 7.8845 Tf 22.1082 0 Td (\043) Tj ET Q 3729.89 4525.99 m 3729.89 4620.61 l S 3748.82 4525.99 m 3748.82 4620.61 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 380.992 455.438 Tm [ (2\0566) -1501.99 (3\0567) -1795.98 (1\0568) ] TJ ET Q 4449.9 4525.99 m 4449.9 4620.61 l S 4468.83 4525.99 m 4468.83 4620.61 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 455.78 455.438 Tm [ (3\0562) -1967 (4\0566) ] TJ ET Q 4979.27 4525.99 m 4979.27 4620.61 l S 4998.19 4525.99 m 4998.19 4620.61 l S q 10 0 0 10 0 0 cm BT /R11 7.8845 Tf 1 0 0 1 508.717 455.438 Tm [ (1\0560) -2011.99 (1\0567) ] TJ ET Q 3147.75 4524.42 m 5514.15 4524.42 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 441.624 Tm [ (T) 79.9807 (able) -557.014 (4\072) ] TJ /R9 8.9664 Tf 39.9418 0 Td [ (Ev) 9.9901 (aluation) -556.989 (of) -555.996 (instance\055le) 15.0028 (v) 10.02 (el) -556.995 (Z\055V) 44.9922 (OS) -555.998 (on) -556.009 (D) 35.0157 (A) 145.018 (VIS) ] TJ /R19 5.9776 Tf 188.504 -0.9957 Td [ (1) -0.10619 (7) -0.09802 ] TJ /R100 8.9664 Tf -228.446 -9.96328 Td (test\055dev) Tj /R9 8.9664 Tf 45.4168 0 Td [ (set) -99.0079 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 368.607 430.665 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 373.091 430.665 Tm [ (\135) -264.979 (\050) ] TJ /R53 8.9664 Tf 8.34531 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 385.532 430.665 Tm (4\0564) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 396.74 430.665 Tm (\051) Tj /R11 8.9664 Tf 2.98594 0 Td (\054) Tj /R53 8.9664 Tf 4.65391 0 Td [ <03> -0.90126 ] TJ /R11 8.9664 Tf 6.98594 0 Td [ (denotes) -264.992 (purely) -264.992 (unsupervised\057weakly\055) ] TJ -102.504 -10.959 Td [ (supervised) -212.983 (protocol) -213.008 (with) -212.983 (non\055learning) -212.997 (Edgebox) -213.019 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 483.268 419.706 Tm (78) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 492.234 419.706 Tm [ (\135) -213.008 (and) -213.013 (GrabCut\056) ] TJ /R9 9.9626 Tf -183.372 -22.1449 Td [ (Runtime) -470.988 (Comparison\056) ] TJ /R11 9.9626 Tf 106.544 0 Td [ (The) -471.015 (inference) -470.985 (time) -470.995 (of) -471.019 (MuG) -471 (is) ] TJ -106.544 -11.9551 Td [ (about) -560.007 (0\0566s) -560.005 (per) -559.987 (frame\054) -636.992 (which) -560.009 (is) -560.009 (f) 9.99343 (aster) -559.985 (than) -560.009 (most) -559.995 (deep) ] TJ 11.9547 TL T* [ (learning) -362.981 (based) -362.011 (competitors) -362.993 (\050) ] TJ /R23 9.9626 Tf 116.533 0 Td [ (e) 15.0122 (\056g) ] TJ /R11 9.9626 Tf 11.7461 0 Td [ (\056\054) -390.989 (MotionMask) -195.987 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 502.764 373.651 Tm (34) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 512.727 373.651 Tm [ (\135) -363.003 (\0501\0561s\051\054) ] TJ -203.865 -11.9551 Td [ (TSN) -173.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 332.723 361.696 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 342.685 361.696 Tm [ (\135) -339.985 (\0500\0569s\051\051\056) -580.009 (This) -340 (is) -340.007 (because\054) -362.018 (e) 15.0122 (xcept) -340.012 (CRF) -172.991 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 505.813 361.696 Tm (21) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 515.775 361.696 Tm [ (\135\054) -362.998 (there) ] TJ -206.913 -11.9559 Td [ (is) -326.012 (no) -326.994 (other) -326.014 (pre\055\057post\055processing) -326.014 (step) -326.99 (\050) ] TJ /R23 9.9626 Tf 154.048 0 Td [ (e) 15.0122 (\056g) ] TJ /R11 9.9626 Tf 11.7457 0 Td [ (\056\054) -344.996 (superpix) 15.0024 (el) -160.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 529.341 349.74 Tm (50) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 539.303 349.74 Tm (\135\054) Tj -230.441 -11.9551 Td [ (optical) -250.015 <036f> 24.9958 (w) -83.0033 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 360.08 337.785 Tm (33) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 370.043 337.785 Tm (\135\054) Tj /R23 9.9626 Tf 8.30156 0 Td (etc) Tj /R11 9.9626 Tf 11.616 0 Td [ (\056\051) -249.997 (and) -249.993 (online) -250.012 <026e652d74756e696e67> -83 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 490.403 337.785 Tm (19) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 500.366 337.785 Tm (\135\056) Tj /R9 10.9589 Tf -191.504 -20.8141 Td [ (4\0564\056) -250.004 (P) 20.0144 (erf) 24.9824 (ormance) -250.015 (f) 24.9957 (or) -249.986 <496e7374616e6365ad4c65> 15.0064 (v) 9.99384 (el) -249.993 <5aad56> 44.9968 (OS) ] TJ /R9 9.9626 Tf 17.8969 TL (Datasets\056) ' /R11 9.9626 Tf 46.352 0 Td [ (W) 79.9866 (e) -410.995 (test) -411.012 (the) -410.983 (performance) -410.01 (for) -410.99 (instance\055le) 24.9909 (v) 14.9828 (el) -410.985 (Z\055) ] TJ -46.352 -11.9551 Td [ (V) 39.9958 (OS) -403.014 (on) -404.001 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 66.2168 -1.49414 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 10.798 1.49414 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 389.195 287.119 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 394.176 287.119 Tm [ (\135) -402.994 (dataset\054) -441.99 (which) -403.016 (has) -404.006 (120) -403.016 (videos) -403.006 (and) ] TJ -85.3137 -11.9551 Td [ (8\054502) -264.012 (frames) -265.012 (in) -263.983 (total\056) -353.015 (It) -265.01 (has) -263.99 (three) -265.015 (subsets\054) -268 (namely) 64.9892 (\054) ] TJ /R21 9.9626 Tf 203.871 0 Td (train) Tj /R11 9.9626 Tf 29.8879 0 Td (\054) Tj /R21 9.9626 Tf -233.759 -11.9551 Td (val) Tj /R11 9.9626 Tf 17.9328 0 Td [ (\054) -295.987 (and) ] TJ /R21 9.9626 Tf 22.6773 0 Td (test\055dev) Tj /R11 9.9626 Tf 47.8207 0 Td [ (\054) -295.987 (containing) -285.991 (60\054) -296.014 (30\054) -296.014 (and) -285.987 (30) -287.001 (video) -286.011 (se\055) ] TJ -88.4309 -11.9551 Td [ (quences\054) -300.019 (respecti) 24.986 (v) 14.9828 (ely) 65.0161 (\056) -430.984 (W) 79.9866 (e) -289.996 (use) -289.986 (the) -289.981 (ground\055truth) -291.01 (masks) -290.006 (pro\055) ] TJ 11.9559 TL T* [ (vided) -373.019 (by) -374.006 (the) -372.989 (ne) 25.0154 (west) -372.984 (D) 39.9958 (A) 135 (VIS) -372.982 (challenge) -207.014 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 471.392 239.298 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 476.373 239.298 Tm [ (\135\054) -404.011 (as) -372.997 (the) -374.006 (original) ] TJ -167.511 -11.9551 Td [ (annotations) -249.993 (are) -250.01 (biased) -249.983 (to) 24.9885 (w) 10.0032 (ards) -249.993 (the) -249.988 (O\055V) 39.9933 (OS) -250.017 (scenario\056) ] TJ /R9 9.9626 Tf 12.9148 TL T* [ (Ev) 10.0155 (aluation) -395.998 (Criteria\056) ] TJ /R11 9.9626 Tf 94.5988 0 Td [ (Three) -396.017 (standard) -395.998 (e) 25.0105 (v) 24.9811 (aluation) -395.983 (metrics\054) ] TJ -94.5988 -11.9559 Td [ (pro) 14.9852 (vided) -356.982 (by) -356.989 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 81.0309 -1.49414 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 8.44023 1.49414 Td [ (\054) -382.992 (are) -357.009 (used\054) ] TJ /R23 9.9626 Tf 46.602 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68281 0 Td [ (\056\054) -382.99 (re) 15.0073 (gion) -357.014 (similarity) ] TJ /R38 9.9626 Tf 79.4109 0 Td [ (J) -0.79889 ] TJ /R11 9.9626 Tf 8.59219 0 Td (\054) Tj -233.759 -11.9551 Td [ (boundary) -250.015 (accurac) 14.9975 (y) ] TJ /R38 9.9626 Tf 77.8578 0 Td [ (F) 0.29897 ] TJ /R11 9.9626 Tf 10.6402 0 Td [ (and) -249.993 (the) -249.988 (a) 19.9918 (v) 14.9828 (erage) -250.007 (v) 24.9811 (alue) -249.993 (of) ] TJ /R38 9.9626 Tf 99.2668 0 Td [ (J) -0.79889 ] TJ /R36 9.9626 Tf 8.59297 0 Td [ (\046) -0.80379 ] TJ /R38 9.9626 Tf 7.74922 0 Td [ (F) 0.29897 ] TJ /R11 9.9626 Tf 8.15 0 Td (\056) Tj /R9 9.9626 Tf -212.257 -12.9152 Td [ (Quantitati) 10.0155 (v) 10.0032 (e) -297.014 (Results\056) ] TJ /R11 9.9626 Tf 94.418 0 Td [ (Three) -297.014 (top\055performing) -297.009 (ZV) 39.9982 (OS) -296.009 (meth\055) ] TJ -94.418 -11.9559 Td [ (ods) -282.014 (from) -281.002 (the) -281.985 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 82.4898 -1.49414 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 11.2461 1.49414 Td [ (benchmark) -282.017 (are) -280.983 (included\056) -405.001 (As) -281.982 (sho) 24.9909 (wn) ] TJ -93.7359 -11.9551 Td [ (in) -449.991 (T) 79.9916 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 345.813 153.691 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 350.795 153.691 Tm [ (\054) -499.993 (our) -449.996 (model) -450.018 (achie) 25.0154 (v) 14.9828 (es) -450.984 (comparable) -449.989 (performance) ] TJ -41.9324 -11.9551 Td [ (with) -546.985 (the) -547 (fully) -546.985 (supervised) -547.017 (methods) -547.012 (\050) ] TJ /R23 9.9626 Tf 155.646 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68398 0 Td [ (\056\054) -620.99 (A) 39.9982 (GS) -381.015 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 512 141.736 Tm (63) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 521.963 141.736 Tm [ (\135) -547.012 (and) ] TJ -213.101 -11.9547 Td [ (PDB) -311.997 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 334.665 129.781 Tm (45) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 344.628 129.781 Tm [ (\135\051\056) -995.996 (Notably) 64.9965 (\054) -535.987 (it) -479.003 <7369676e690263616e746c79> -478.999 (outperforms) -478.989 (recent) ] TJ -35.7656 -11.9551 Td [ (R) 79.9989 (V) 39.9958 (OS) -68.9909 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 338.242 117.826 Tm (53) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 348.204 117.826 Tm [ (\135) -236.002 (\050mean) ] TJ /R38 9.9626 Tf 32.9129 0 Td [ (J) -0.80134 ] TJ /R36 9.9626 Tf 8.5918 0 Td [ (\046) -0.79889 ] TJ /R38 9.9626 Tf 7.74922 0 Td [ (F) 0.29897 ] TJ /R11 9.9626 Tf 8.15 0 Td (\072) Tj /R36 9.9626 Tf 5.78672 0 Td [ (\053) -0.80379 (14) ] TJ /R32 9.9626 Tf 17.7121 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.76719 0 Td [ (8\045) -0.30387 ] TJ /R11 9.9626 Tf 15.632 0 Td (and) Tj /R36 9.9626 Tf 16.7348 0 Td [ (\053) -0.80379 (19) ] TJ /R32 9.9626 Tf 17.7121 0 Td [ (\072) -0.80379 ] TJ /R36 9.9626 Tf 2.7668 0 Td [ (2\045) -0.30387 ] TJ /R11 9.9626 Tf 15.632 0 Td [ (in) -235.99 (unsuper) 20.0163 (\055) ] TJ -191.49 -11.9551 Td [ (vised) -217.003 (and) -217.018 (weakly\055supervised) -216.988 (learning) -217.003 (setting\054) -224.007 (respecti) 24.986 (v) 14.9828 (ely\051\056) ] TJ /R9 9.9626 Tf 12.916 TL T* [ (Runtime) -537.016 (Comparison\056) ] TJ /R11 9.9626 Tf 109.169 0 Td [ (The) -537.004 (processing) -536.979 (time) -536.984 (for) -537.008 (each) ] TJ -109.169 -11.9551 Td [ (frame) -339.985 (is) -338.99 (about) -340.005 (0\0567s) -340.002 (which) -338.988 (is) -340.007 (comparable) -338.988 (to) -340.012 (A) 39.9982 (GS) -173.01 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 514.062 81 Tm (63) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 524.024 81 Tm [ (\135) -339.987 (and) ] TJ ET Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET 1 1 1 rg n 270 32 72 14 re f* 0.5 0.5 0.5 rg BT /F2 9 Tf 10.8 TL ET BT 1 0 0 1 297 35 Tm (8966) Tj T* ET Q endstream endobj 158 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F2 /BaseFont /Times-Roman /Subtype /Type1 >> endobj 159 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F1 /BaseFont /Helvetica /Subtype /Type1 >> endobj 160 0 obj << /Length 42133 >> stream q q 0.1 0 0 0.1 0 0 cm /R8 gs 2.95853 w 0 G 581.414 7198.52 m 5426.38 7198.52 l S 7.40377 w 581.414 7193.33 m 5426.38 7193.33 l S 0.90039 g 581.414 7100.76 404.902 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 60.6945 712.743 Tm (Supervision) Tj ET Q 2.95853 w 987.801 7100.76 m 987.801 7189.63 l S 1005.57 7100.76 m 1005.57 7189.63 l S 0.90039 g 1007.05 7100.76 1639.73 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 162.022 712.743 Tm [ (Non) -249.982 (Learning) ] TJ ET Q 2648.26 7100.76 m 2648.26 7189.63 l S 2666.04 7100.76 m 2666.04 7189.63 l S 0.90039 g 2667.52 7100.76 2094.49 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 336.821 712.743 Tm [ (Unsupervised) -250.002 (Learning) ] TJ ET Q 4763.48 7100.76 m 4763.48 7189.63 l S 4781.26 7100.76 m 4781.26 7189.63 l S 0.90039 g 4782.74 7100.76 643.645 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 482.167 712.743 Tm [ (W) 80.0099 (eakly\055supervised) ] TJ ET Q 0.90039 g 581.414 7011.89 404.902 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 66.8676 703.856 Tm (Method) Tj ET Q 987.801 7011.89 m 987.801 7100.76 l S 1005.57 7011.89 m 1005.57 7100.76 l S 0.90039 g 1007.05 7011.89 307.285 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 102.186 703.856 Tm [ (HVS) -83.0132 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 120.079 703.856 Tm (29) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 127.484 703.856 Tm (\135) Tj ET Q 0.90039 g 1314.34 7011.89 257.957 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 132.915 703.856 Tm [ (JMP) 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0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 253.323 703.856 Tm (28) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 260.729 703.856 Tm (\135) Tj ET Q 2648.26 7011.89 m 2648.26 7100.76 l S 2666.04 7011.89 m 2666.04 7100.76 l S 0.90039 g 2667.52 7011.89 596.035 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 268.233 703.856 Tm [ (V) 129.025 (ondrick) ] TJ /R23 7.4057 Tf 28.8672 0 Td [ (et) -250.012 (al) ] TJ /R11 7.4057 Tf 12.968 0 Td [ (\056) -82.9901 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 315 703.856 Tm (56) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 322.406 703.856 Tm (\135) Tj ET Q 0.90039 g 3263.55 7011.89 377.34 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 327.836 703.856 Tm [ (mgPFF) -83.023 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 352.734 703.856 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 360.14 703.856 Tm (\135) Tj ET Q 0.90039 g 3640.89 7011.89 485.68 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 365.57 703.856 Tm [ (T) 35.0072 (imeCycle) -83.0099 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 401.302 703.856 Tm (65) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 408.708 703.856 Tm (\135) Tj ET Q 0.90039 g 4126.57 7011.89 445.328 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 414.138 703.856 Tm [ (CorrFlo) 24.9953 (w) -83.0165 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 445.835 703.856 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 453.241 703.856 Tm (\135) Tj ET Q 0.90039 g 4571.9 7011.89 190.105 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.4057 Tf 1 0 0 1 458.671 703.856 Tm (Ours) Tj ET Q 4763.48 7011.89 m 4763.48 7100.76 l S 4781.26 7011.89 m 4781.26 7100.76 l S 0.90039 g 4782.74 7011.89 453.547 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 479.755 703.856 Tm [ (Flo) 24.9887 (wNet2) -82.9901 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 512.273 703.856 Tm (16) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 519.679 703.856 Tm (\135) Tj ET Q 0.90039 g 5236.29 7011.89 190.105 88.8672 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.4057 Tf 1 0 0 1 525.109 703.856 Tm (Ours) Tj ET Q 581.414 7010.42 m 5426.38 7010.42 l S 581.414 6992.64 m 5426.38 6992.64 l S q 10 0 0 10 0 0 cm BT /R38 7.4057 Tf 1 0 0 1 61.4738 684.009 Tm [ (J) -0.79944 ] TJ /R11 7.4057 Tf 11.3047 8.88672 Td (Mean) Tj /R38 7.4057 Tf 20.5656 0 Td (\042) Tj ET Q 987.801 6902.29 m 987.801 6991.16 l S 1005.57 6902.29 m 1005.57 6991.16 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 692.895 Tm [ (54\0566) -2066 (57\0560) -1956.02 (58\0564) -3456.98 (51\0561) ] TJ /R9 7.4057 Tf 133.448 0 Td (60\0560) Tj ET Q 2648.26 6902.29 m 2648.26 6991.16 l S 2666.04 6902.29 m 2666.04 6991.16 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 692.895 Tm [ (38\0569) -4822.01 (40\0565) -4077.01 (55\0568) -4535.01 (48\0569) ] TJ /R9 7.4057 Tf 170.142 0 Td (63\0561) Tj ET Q 4763.48 6902.29 m 4763.48 6991.16 l S 4781.26 6902.29 m 4781.26 6991.16 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 494.471 692.895 Tm (41\0566) Tj /R9 7.4057 Tf 32.1824 0 Td (65\0567) Tj /R11 7.4057 Tf -453.978 -8.88672 Td (Recall) Tj /R38 7.4057 Tf 20.7727 0 Td (\042) Tj ET Q 987.801 6813.42 m 987.801 6902.29 l S 1005.57 6813.42 m 1005.57 6902.29 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 684.009 Tm [ (61\0564) -2066 (62\0566) ] TJ /R9 7.4057 Tf 55.7059 0 Td (71\0565) Tj /R11 7.4057 Tf 38.5633 0 Td [ (58\0566) -3540 (66\0569) ] TJ ET Q 2648.26 6813.42 m 2648.26 6902.29 l S 2666.04 6813.42 m 2666.04 6902.29 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 684.009 Tm [ (37\0561) -4822.01 (34\0569) -4077.01 (64\0569) -4535.01 (44\0567) ] TJ /R9 7.4057 Tf 170.142 0 Td (71\0569) Tj ET Q 4763.48 6813.42 m 4763.48 6902.29 l S 4781.26 6813.42 m 4781.26 6902.29 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 494.471 684.009 Tm (45\0567) Tj /R9 7.4057 Tf 32.1824 0 Td (77\0566) Tj /R11 7.4057 Tf -453.974 -8.88672 Td (Decay) Tj /R38 7.4057 Tf 20.7656 0 Td (\043) Tj ET Q 987.801 6724.55 m 987.801 6813.42 l S 1005.57 6724.55 m 1005.57 6813.42 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 675.122 Tm [ (23\0566) -2066 (39\0564) ] TJ /R9 7.4057 Tf 57.2496 0 Td (\0552\0560) Tj /R11 7.4057 Tf 37.0195 0 Td [ (18\0568) -3540 (28\0569) ] TJ ET Q 2648.26 6724.55 m 2648.26 6813.42 l S 2666.04 6724.55 m 2666.04 6813.42 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 675.122 Tm [ (22\0564) -4822.01 (18\0568) ] TJ /R9 7.4057 Tf 93.6711 0 Td (0\0560) Tj /R11 7.4057 Tf 44.6992 0 Td [ (19\0562) -2539.98 (28\0561) ] TJ ET Q 4763.48 6724.55 m 4763.48 6813.42 l S 4781.26 6724.55 m 4781.26 6813.42 l S q 10 0 0 10 0 0 cm BT /R9 7.4057 Tf 1 0 0 1 494.471 675.122 Tm (19\0569) Tj /R11 7.4057 Tf 32.1824 0 Td (26\0564) Tj ET Q 581.414 6723.07 m 5426.38 6723.07 l S q 10 0 0 10 0 0 cm BT /R38 7.4057 Tf 1 0 0 1 61.4738 657.052 Tm [ (F) 0.3 ] TJ /R11 7.4057 Tf 11.3047 8.88672 Td (Mean) Tj /R38 7.4057 Tf 20.5656 0 Td (\042) Tj ET Q 987.801 6632.72 m 987.801 6721.59 l S 1005.57 6632.72 m 1005.57 6721.59 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 665.938 Tm [ (52\0569) -2066 (53\0561) -1956.02 (49\0562) -3456.98 (44\0560) ] TJ /R9 7.4057 Tf 133.448 0 Td (58\0568) Tj ET Q 2648.26 6632.72 m 2648.26 6721.59 l S 2666.04 6632.72 m 2666.04 6721.59 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 665.938 Tm [ (30\0568) -4822.01 (34\0560) -4077.01 (51\0561) -4535.01 (39\0561) ] TJ /R9 7.4057 Tf 170.142 0 Td (61\0568) Tj ET Q 4763.48 6632.72 m 4763.48 6721.59 l S 4781.26 6632.72 m 4781.26 6721.59 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 494.471 665.938 Tm (40\0561) Tj /R9 7.4057 Tf 32.1824 0 Td (63\0565) Tj /R11 7.4057 Tf -453.978 -8.88672 Td (Recall) Tj /R38 7.4057 Tf 20.7727 0 Td (\042) Tj ET Q 987.801 6543.85 m 987.801 6632.72 l S 1005.57 6543.85 m 1005.57 6632.72 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 657.052 Tm [ (61\0560) -2066 (54\0562) -1956.02 (49\0565) -3456.98 (50\0563) ] TJ /R9 7.4057 Tf 133.448 0 Td (67\0569) Tj ET Q 2648.26 6543.85 m 2648.26 6632.72 l S 2666.04 6543.85 m 2666.04 6632.72 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 657.052 Tm [ (21\0567) -4822.01 (24\0562) -4077.01 (51\0566) -4535.01 (28\0566) ] TJ /R9 7.4057 Tf 170.142 0 Td (64\0562) Tj ET Q 4763.48 6543.85 m 4763.48 6632.72 l S 4781.26 6543.85 m 4781.26 6632.72 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 494.471 657.052 Tm (38\0563) Tj /R9 7.4057 Tf 32.1824 0 Td (67\0567) Tj /R11 7.4057 Tf -453.974 -8.88672 Td (Decay) Tj /R38 7.4057 Tf 20.7656 0 Td (\043) Tj ET Q 987.801 6454.98 m 987.801 6543.85 l S 1005.57 6454.98 m 1005.57 6543.85 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 648.165 Tm [ (22\0567) -2066 (38\0564) ] TJ /R9 7.4057 Tf 56.3242 0 Td (\0551\0561) Tj /R11 7.4057 Tf 37.9449 0 Td [ (20\0560) -3540 (21\0563) ] TJ ET Q 2648.26 6454.98 m 2648.26 6543.85 l S 2666.04 6454.98 m 2666.04 6543.85 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 648.165 Tm [ (16\0567) -4822.01 (13\0568) ] TJ /R9 7.4057 Tf 93.6711 0 Td (2\0569) Tj /R11 7.4057 Tf 44.6992 0 Td [ (17\0569) -2539.98 (30\0565) ] TJ ET Q 4763.48 6454.98 m 4763.48 6543.85 l S 4781.26 6454.98 m 4781.26 6543.85 l S q 10 0 0 10 0 0 cm BT /R9 7.4057 Tf 1 0 0 1 494.471 648.165 Tm (26\0566) Tj /R11 7.4057 Tf 32.1824 0 Td (27\0562) Tj ET Q 581.414 6453.51 m 5426.38 6453.51 l S q 10 0 0 10 0 0 cm BT /R38 7.4057 Tf 1 0 0 1 59.6227 638.982 Tm [ (T) -0.59999 ] TJ /R11 7.4057 Tf 13.1559 0 Td (Mean) Tj /R38 7.4057 Tf 20.5656 0 Td (\043) Tj ET Q 987.801 6363.15 m 987.801 6452.02 l S 1005.57 6363.15 m 1005.57 6452.02 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 109.59 638.982 Tm (36\0560) Tj /R9 7.4057 Tf 28.2621 0 Td (15\0569) Tj /R11 7.4057 Tf 27.4438 0 Td [ (30\0566) -3456.98 (16\0564) -3541 (34\0567) ] TJ ET Q 2648.26 6363.15 m 2648.26 6452.02 l S 2666.04 6363.15 m 2666.04 6452.02 l S q 10 0 0 10 0 0 cm BT /R11 7.4057 Tf 1 0 0 1 290.073 638.982 Tm [ (45\0569) -4822.01 (53\0561) -4077.01 (36\0566) ] TJ /R9 7.4057 Tf 138.37 0 Td (36\0564) Tj /R11 7.4057 Tf 31.7715 0 Td (43\0560) Tj ET Q 4763.48 6363.15 m 4763.48 6452.02 l S 4781.26 6363.15 m 4781.26 6452.02 l S q 10 0 0 10 0 0 cm BT /R9 7.4057 Tf 1 0 0 1 494.471 638.982 Tm (29\0568) Tj /R11 7.4057 Tf 32.1824 0 Td (44\0564) Tj ET Q 581.414 6361.67 m 5426.38 6361.67 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 56.4512 625.359 Tm [ (T) 79.9813 (able) -250.007 (5\072) ] TJ /R9 8.9664 Tf 31.6957 0 Td [ (Ev) 9.98942 (aluation) -249.982 (of) -249.993 (O\055V) 44.9881 (OS) -249.995 (on) -250.004 (D) 35.0171 (A) 145.02 (VIS) ] TJ /R19 5.9776 Tf 121.941 -0.99609 Td [ (1) -0.09802 (6) -0.09802 ] TJ /R100 8.9664 Tf 10.0461 0.99609 Td (val) Tj /R9 8.9664 Tf 18.3809 0 Td [ (set) -83.0194 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 252.7 625.359 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 261.666 625.359 Tm [ (\135) -249.992 (\050) ] TJ /R53 8.9664 Tf 8.21562 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 273.977 625.359 Tm (4\0565) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 285.185 625.359 Tm (\051) Tj /R11 8.9664 Tf 2.98594 0 Td [ (\054) -250 (with) -250.014 (re) 14.9974 (gion) -250.014 (similarity) ] TJ /R53 8.9664 Tf 84.3008 0 Td [ (J) -0.59903 ] TJ /R11 8.9664 Tf 7.90625 0 Td [ (\054) -250 (boundary) -250.011 (accurac) 15.0083 (y) ] TJ /R53 8.9664 Tf 74.5551 0 Td [ (F) -0.29951 ] TJ /R11 8.9664 Tf 9.73672 0 Td [ (and) -250 (time) -250.017 (stability) ] TJ /R53 8.9664 Tf 64.5121 0 Td [ (T) -0.19604 ] TJ /R11 8.9664 Tf 7.35 0 Td (\056) Tj ET Q 3.36827 w 582.754 6179.18 m 5426.42 6179.18 l S 8.42915 w 582.754 6173.28 m 5426.42 6173.28 l S 0.90039 g 582.754 6076.32 611.477 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 70.7203 610.414 Tm (Supervision) Tj ET Q 3.36827 w 1195.91 6076.32 m 1195.91 6169.07 l S 1216.14 6076.32 m 1216.14 6169.07 l S 0.90039 g 1217.84 6076.32 645.32 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 132.87 610.414 Tm [ (Non) -250 (Learning) ] TJ ET Q 1864.83 6076.32 m 1864.83 6169.07 l S 1885.07 6076.32 m 1885.07 6169.07 l S 0.90039 g 1886.76 6076.32 2852 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 295.767 610.414 Tm [ (Unsupervised) -250.01 (Learning) ] TJ ET Q 4740.44 6076.32 m 4740.44 6169.07 l S 4760.68 6076.32 m 4760.68 6169.07 l S 0.90039 g 4762.36 6076.32 664.047 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 480.452 610.414 Tm [ (W) 80.0025 (eakly\055supervised) ] TJ ET Q 0.90039 g 582.754 5983.57 611.477 92.7461 re f 1195.91 5983.57 m 1195.91 6076.32 l S 1216.14 5983.57 m 1216.14 6076.32 l S 1217.84 5983.57 413.406 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 125.999 601.139 Tm [ (SIFT) -249.986 (Flo) 24.9779 (w) ] TJ ET Q 0.90039 g 1631.24 5983.57 231.902 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 167.34 601.139 Tm (BVS) Tj ET Q 1864.83 5983.57 m 1864.83 6076.32 l S 1885.07 5983.57 m 1885.07 6076.32 l S 0.90039 g 1886.76 5983.57 463.645 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 192.891 601.139 Tm (DeepCluster) Tj ET Q 0.90039 g 2350.4 5983.57 503.414 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 239.256 601.139 Tm [ (T) 35.0176 (ransiti) 25.0116 (v) 14.98 (e) -250.02 (In) 39.9884 (v) ] TJ ET Q 0.90039 g 2853.81 5983.57 531.941 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 289.596 601.139 Tm [ (V) 128.98 (ondrick) ] TJ /R23 7.58826 Tf 29.5793 0 Td [ (et) -249.997 (al) ] TJ /R11 7.58826 Tf 13.2867 0 Td (\056) Tj ET Q 0.90039 g 3385.75 5983.57 307.859 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 342.791 601.139 Tm (mgPFF) Tj ET Q 0.90039 g 3693.61 5983.57 418.875 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 373.577 601.139 Tm [ (T) 35.0176 (imeCycle) ] TJ ET Q 0.90039 g 4112.48 5983.57 377.52 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 415.464 601.139 Tm [ (CorrFlo) 25.0181 (w) ] TJ ET Q 0.90039 g 4490 5983.57 248.742 92.7461 re f 4740.44 5983.57 m 4740.44 6076.32 l S 4760.68 5983.57 m 4760.68 6076.32 l S 4762.36 5983.57 385.945 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 480.452 601.139 Tm [ (Flo) 24.9795 (wNet2) ] TJ ET Q 0.90039 g 5148.3 5983.57 278.102 92.7461 re f 582.754 5890.83 611.477 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 77.0453 596.502 Tm (Method) Tj ET Q 1195.91 5890.83 m 1195.91 5983.57 l S 1216.14 5890.83 m 1216.14 5983.57 l S 0.90039 g 1217.84 5890.83 413.406 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 136.449 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 138.976 591.865 Tm (25) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 146.564 591.865 Tm (\135) Tj ET Q 0.90039 g 1631.24 5890.83 231.902 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 168.715 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 171.242 591.865 Tm (28) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 178.83 591.865 Tm (\135) Tj ET Q 1864.83 5890.83 m 1864.83 5983.57 l S 1885.07 5890.83 m 1885.07 5983.57 l S 0.90039 g 1886.76 5890.83 463.645 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 207.75 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 210.277 591.865 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 214.071 591.865 Tm (\135) Tj ET Q 0.90039 g 2350.4 5890.83 503.414 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 254.206 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 256.733 591.865 Tm (64) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 264.321 591.865 Tm (\135) Tj ET Q 0.90039 g 2853.81 5890.83 531.941 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 305.973 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 308.5 591.865 Tm (56) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 316.088 591.865 Tm (\135) Tj ET Q 0.90039 g 3385.75 5890.83 307.859 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 347.963 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 350.49 591.865 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 358.078 591.865 Tm (\135) Tj ET Q 0.90039 g 3693.61 5890.83 418.875 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 384.3 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 386.827 591.865 Tm (65) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 394.415 591.865 Tm (\135) Tj ET Q 0.90039 g 4112.48 5890.83 377.52 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 424.12 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 426.647 591.865 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 434.235 591.865 Tm (\135) Tj ET Q 0.90039 g 4490 5890.83 248.742 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.58826 Tf 1 0 0 1 453.216 596.502 Tm (Ours) Tj ET Q 4740.44 5890.83 m 4740.44 5983.57 l S 4760.68 5890.83 m 4760.68 5983.57 l S 0.90039 g 4762.36 5890.83 385.945 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 489.529 591.865 Tm (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 492.055 591.865 Tm (16) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 499.644 591.865 Tm (\135) Tj ET Q 0.90039 g 5148.3 5890.83 278.102 92.7461 re f 0 g q 10 0 0 10 0 0 cm BT /R9 7.58826 Tf 1 0 0 1 520.514 596.502 Tm (Ours) Tj ET Q 582.754 5889.14 m 5426.42 5889.14 l S 582.754 5868.9 m 5426.42 5868.9 l S q 10 0 0 10 0 0 cm BT /R53 7.58826 Tf 1 0 0 1 62.4906 580.23 Tm [ (J) -0.60003 ] TJ /R49 7.58826 Tf 6.69102 0 Td [ (\046) -0.39976 ] TJ /R53 7.58826 Tf 6.06523 0 Td [ (F) -0.30002 ] TJ /R11 7.58826 Tf 14.8816 0 Td (Mean) Tj /R53 7.58826 Tf 21.0727 0 Td [ (\042) -0.89925 ] TJ ET Q 1195.91 5774.47 m 1195.91 5867.22 l S 1216.14 5774.47 m 1216.14 5867.22 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 135.814 580.23 Tm (34\0560) Tj /R9 7.58826 Tf 32.2652 0 Td (37\0563) Tj ET Q 1864.83 5774.47 m 1864.83 5867.22 l S 1885.07 5774.47 m 1885.07 5867.22 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 205.218 580.23 Tm [ (35\0564) -4621.99 (29\0564) -5072.01 (34\0560) -3783.99 (44\0566) -3037.97 (42\0568) -3497.98 (50\0563) ] TJ /R9 7.58826 Tf 249.58 0 Td (54\0563) Tj ET Q 4740.44 5774.47 m 4740.44 5867.22 l S 4760.68 5774.47 m 4760.68 5867.22 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 488.894 580.23 Tm (26\0560) Tj /R9 7.58826 Tf 33.202 0 Td (56\0561) Tj ET Q 582.754 5772.79 m 5426.42 5772.79 l S q 10 0 0 10 0 0 cm BT /R53 7.58826 Tf 1 0 0 1 68.6957 565.981 Tm [ (J) -0.60003 ] TJ /R11 7.58826 Tf 21.4328 4.6375 Td (Mean) Tj /R53 7.58826 Tf 21.0727 0 Td [ (\042) -0.89925 ] TJ ET Q 1195.91 5678.36 m 1195.91 5771.11 l S 1216.14 5678.36 m 1216.14 5771.11 l S q 10 0 0 10 0 0 cm BT /R9 7.58826 Tf 1 0 0 1 135.814 570.618 Tm (33\0560) Tj /R11 7.58826 Tf 32.2652 0 Td (32\0569) Tj ET Q 1864.83 5678.36 m 1864.83 5771.11 l S 1885.07 5678.36 m 1885.07 5771.11 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 205.218 570.618 Tm [ (37\0565) -4621.99 (32\0560) -5072.01 (34\0566) -3783.99 (42\0562) -3037.97 (43\0560) -3497.98 (48\0564) ] TJ /R9 7.58826 Tf 249.58 0 Td (52\0566) Tj ET Q 4740.44 5678.36 m 4740.44 5771.11 l S 4760.68 5678.36 m 4760.68 5771.11 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 488.894 570.618 Tm (26\0567) Tj /R9 7.58826 Tf 33.202 0 Td (54\0560) Tj /R11 7.58826 Tf -432.073 -9.27461 Td (Recall) Tj /R53 7.58826 Tf 21.2844 0 Td [ (\042) -0.89925 ] TJ ET Q 1195.91 5585.61 m 1195.91 5678.36 l S 1216.14 5585.61 m 1216.14 5678.36 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 141.19 561.344 Tm [ (\055) -3211.02 (31\0568) ] TJ ET Q 1864.83 5585.61 m 1864.83 5678.36 l S 1885.07 5585.61 m 1885.07 5678.36 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 210.594 561.344 Tm [ (\055) -6038.99 (\055) -5780.99 (34\0561) -3783.01 (41\0568) -3039 (43\0567) -3497 (53\0562) ] TJ /R9 7.58826 Tf 244.204 0 Td (57\0564) Tj ET Q 4740.44 5585.61 m 4740.44 5678.36 l S 4760.68 5585.61 m 4760.68 5678.36 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 488.894 561.344 Tm (23\0569) Tj /R9 7.58826 Tf 33.202 0 Td (60\0567) Tj ET Q 582.754 5583.93 m 5426.42 5583.93 l S q 10 0 0 10 0 0 cm BT /R53 7.58826 Tf 1 0 0 1 68.8684 542.457 Tm [ (F) -0.30002 ] TJ /R11 7.58826 Tf 21.2602 9.27461 Td (Mean) Tj /R53 7.58826 Tf 21.0727 0 Td [ (\042) -0.89925 ] TJ ET Q 1195.91 5489.5 m 1195.91 5582.24 l S 1216.14 5489.5 m 1216.14 5582.24 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 135.814 551.732 Tm (35\0560) Tj /R9 7.58826 Tf 32.2652 0 Td (41\0567) Tj ET Q 1864.83 5489.5 m 1864.83 5582.24 l S 1885.07 5489.5 m 1885.07 5582.24 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 205.218 551.732 Tm [ (33\0562) -4621.99 (26\0568) -5072.01 (32\0567) -3783.99 (46\0569) -3037.97 (42\0566) -3497.98 (52\0562) ] TJ /R9 7.58826 Tf 249.58 0 Td (56\0561) Tj ET Q 4740.44 5489.5 m 4740.44 5582.24 l S 4760.68 5489.5 m 4760.68 5582.24 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 488.894 551.732 Tm (25\0562) Tj /R9 7.58826 Tf 33.202 0 Td (58\0562) Tj /R11 7.58826 Tf -432.073 -9.27461 Td (Recall) Tj /R53 7.58826 Tf 21.2844 0 Td [ (\042) -0.89925 ] TJ ET Q 1195.91 5396.75 m 1195.91 5489.5 l S 1216.14 5396.75 m 1216.14 5489.5 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 141.19 542.457 Tm [ (\055) -3211.02 (41\0564) ] TJ ET Q 1864.83 5396.75 m 1864.83 5489.5 l S 1885.07 5396.75 m 1885.07 5489.5 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 210.594 542.457 Tm [ (\055) -6038.99 (\055) -5780.99 (26\0568) -3783.01 (44\0564) -3039 (41\0563) -3497 (56\0560) ] TJ /R9 7.58826 Tf 244.204 0 Td (58\0561) Tj ET Q 4740.44 5396.75 m 4740.44 5489.5 l S 4760.68 5396.75 m 4760.68 5489.5 l S q 10 0 0 10 0 0 cm BT /R11 7.58826 Tf 1 0 0 1 488.894 542.457 Tm (24\0566) Tj /R9 7.58826 Tf 33.202 0 Td (62\0562) Tj ET Q 582.754 5395.06 m 5426.42 5395.06 l S q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 53.7449 528.678 Tm [ (T) 79.9813 (able) -250.007 (6\072) ] TJ /R9 8.9664 Tf 31.6961 0 Td [ (Ev) 9.98942 (aluation) -249.982 (of) -249.993 (O\055V) 44.9881 (OS) -249.995 (on) -250.004 (D) 35.0171 (A) 145.02 (VIS) ] TJ /R19 5.9776 Tf 121.941 -0.99727 Td [ (1) -0.09802 (7) -0.09802 ] TJ /R100 8.9664 Tf 10.0461 0.99727 Td (val) Tj /R9 8.9664 Tf 18.3809 0 Td [ (set) -83.0194 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 249.994 528.678 Tm (38) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 258.961 528.678 Tm [ (\135) -249.992 (\050) ] TJ /R53 8.9664 Tf 8.21562 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 271.272 528.678 Tm (4\0565) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R9 8.9664 Tf 1 0 0 1 282.48 528.678 Tm (\051) Tj /R11 8.9664 Tf 2.98477 0 Td [ (\054) -250 (with) -250.014 (re) 14.9974 (gion) -250.014 (similarity) ] TJ /R53 8.9664 Tf 84.3012 0 Td [ (J) -0.59903 ] TJ /R11 8.9664 Tf 7.90586 0 Td [ (\054) -250 (boundary) -250.011 (accurac) 15.0083 (y) ] TJ /R53 8.9664 Tf 74.5551 0 Td [ (F) -0.29951 ] TJ /R11 8.9664 Tf 9.73789 0 Td [ (and) -250 (a) 20.0238 (v) 14.9865 (erage) -250.006 (of) ] TJ /R53 8.9664 Tf 54.7031 0 Td [ (J) -0.59903 ] TJ /R49 8.9664 Tf 7.90586 0 Td [ (\046) -0.39753 ] TJ /R53 8.9664 Tf 7.16719 0 Td [ (F) -0.29951 ] TJ /R11 8.9664 Tf 7.49609 0 Td (\056) Tj ET Q q 2375.88 0 0 913.433 501.12 4290.66 cm /R112 Do Q q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 417.409 Tm [ (Figure) -287.015 (5\072) -384.979 (V) 59.9801 (isual) -288.008 (re) 1.0129 (sults) -287.985 (on) -287.009 (three) -288.011 (videos) -287.016 (\050top\072) ] TJ /R23 8.9664 Tf 166.27 0 Td [ (blac) 19.9856 (kswan) ] TJ /R11 8.9664 Tf 37.677 0 Td [ (\054) -297.007 (middle\072) ] TJ /R23 8.9664 Tf -203.947 -10.959 Td [ (tr) 15 (am) ] TJ /R11 8.9664 Tf 16.8027 0 Td [ (\054) -262.983 (bottom\072) ] TJ /R23 8.9664 Tf 35.4781 0 Td [ (scooter) 20.0197 (\055blac) 20.0156 (k) ] TJ /R11 8.9664 Tf 48.5969 0 Td [ (\051) -261.014 (under) -259.989 (object\055le) 25.0066 (v) 14.9865 (el) -261.011 (Z\055V) 40.0067 (OS\054) -261.014 (instance\055) ] TJ -100.878 -10.959 Td [ (le) 24.997 (v) 14.9865 (el) -464.983 (Z\055V) 40.008 (OS) -465.009 (and) -464.993 (O\055V) 40.0026 (OS) -465.009 (setting\054) -519.004 (respecti) 25.0011 (v) 14.9865 (ely) -465.987 (\050) 0.98839 (see) ] TJ /R53 8.9664 Tf 194.83 0 Td [ (x) -0.80051 ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 249.038 395.491 Tm (4\0566) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 260.246 395.491 Tm [ (\051\056) -955.991 (F) 15.0056 (or) ] TJ /R23 8.9664 Tf -210.134 -10.9578 Td [ (scooter) 20.0197 (\055blac) 20.0156 (k) ] TJ /R11 8.9664 Tf 48.4449 0 Td [ (\054) -250 (its) -250 <027273742d6672616d65> -249.988 (annotation) -249.991 (is) -250.008 (also) -249.984 (depicted\056) ] TJ /R11 9.9626 Tf -48.4449 -16.432 Td [ (PDB) -83.0143 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 73.634 368.101 Tm (45) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 83.5965 368.101 Tm [ (\135\054) -249.998 (and) -249.991 (slightly) -249.986 (slo) 24.9946 (wer) -250.002 (than) -249.985 (R) 80 (V) 39.9958 (OS) -250.02 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 220.791 368.101 Tm (53) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 230.754 368.101 Tm [ (\135) -250 (\0500\0563s\051\056) ] TJ /R9 10.9589 Tf -180.642 -18.7203 Td [ (4\0565\056) -250.005 (P) 20.0133 (erf) 24.9829 (ormance) -250.016 (f) 24.9957 (or) -249.985 <4fad56> 44.9979 (OS) ] TJ /R9 9.9626 Tf 15.5387 TL (Datasets\056) ' /R11 9.9626 Tf 41.3969 0 Td [ (D) 39.9964 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 28.693 -1.49414 Td [ (1) -0.50062 (6) -0.49887 ] TJ /R11 9.9626 Tf 8.83125 1.49414 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 132.351 333.842 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 142.313 333.842 Tm [ (\135) -206.009 (and) -205.999 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 50.4988 -1.49414 Td [ (1) -0.50062 (7) -0.49887 ] TJ /R11 9.9626 Tf 8.83086 1.49414 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 204.961 333.842 Tm (38) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 214.923 333.842 Tm [ (\135) -206.007 (datasets) -205.985 (are) -206.017 (used) ] TJ -164.811 -11.9551 Td [ (for) -249.999 (performance) -249.997 (e) 25.0105 (v) 24.9811 (aluation) -250.009 (under) -249.99 (the) -249.99 (O\055V) 39.9958 (OS) -250.02 (setting\056) ] TJ /R9 9.9626 Tf 12.55 TL T* [ (Ev) 10.0167 (aluation) -233.985 (Criteria\056) ] TJ /R11 9.9626 Tf 88.5617 0 Td [ (Three) -234.003 (standard) -233.984 (e) 25.0105 (v) 24.9811 (aluation) -232.993 (criteria) -233.998 (are) ] TJ -88.5617 -11.9551 Td [ (reported\072) -292.996 (re) 15.0098 (gion) -217 (similarity) ] TJ /R38 9.9626 Tf 106.71 0 Td [ (J) -0.80011 ] TJ /R11 9.9626 Tf 8.59297 0 Td [ (\054) -224 (boundary) -215.981 (accurac) 14.9975 (y) ] TJ /R38 9.9626 Tf 81.9152 0 Td [ (F) 0.29897 ] TJ /R11 9.9626 Tf 10.3109 0 Td [ (and) -217.018 (the) ] TJ -207.529 -11.9551 Td [ (a) 19.9924 (v) 14.9828 (erage) -335.994 (v) 24.9811 (alue) -336.019 (of) ] TJ /R38 9.9626 Tf 70.298 0 Td [ (J) -0.80011 ] TJ /R36 9.9626 Tf 8.59297 0 Td [ (\046) -0.80011 ] TJ /R38 9.9626 Tf 7.74805 0 Td [ (F) 0.30019 ] TJ /R11 9.9626 Tf 8.14961 0 Td [ (\056) -567.981 (F) 14.9926 (or) -335.982 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 53.8813 -1.49492 Td [ (1) -0.50062 (6) -0.50062 ] TJ /R11 9.9626 Tf 11.7891 1.49492 Td [ (dataset\054) -358.004 (we) -335.986 (further) ] TJ -160.459 -11.9547 Td [ (report) -249.991 (the) -249.99 (time) -250.015 (stability) ] TJ /R38 9.9626 Tf 95.7488 0 Td [ (T) -0.60039 ] TJ /R11 9.9626 Tf 7.95898 0 Td (\056) Tj /R9 9.9626 Tf -103.708 -12.55 Td [ (Quantitati) 10.0149 (v) 10.0032 (e) -434.011 (Results\056) ] TJ /R11 9.9626 Tf 99.9008 0 Td [ (T) 79.9903 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 174.571 260.922 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 183.876 260.922 Tm [ (and) -434.98 (T) 79.9916 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 227.143 260.922 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 236.458 260.922 Tm [ (gi) 24.9885 (v) 14.9828 (e) -434.011 (e) 25.0105 (v) 24.9811 (alua\055) ] TJ -186.346 -11.9551 Td [ (tion) -391.008 (results) -391.009 (on) -390.984 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 91.852 -1.49492 Td [ (1) -0.50062 (6) -0.49887 ] TJ /R11 9.9626 Tf 12.3348 1.49492 Td [ (and) -390.987 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 46.9723 -1.49492 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 8.44102 1.49492 Td [ (\054) -426.005 (respecti) 24.986 (v) 14.9828 (ely) 65.0161 (\056) -733.012 (T) 79.9916 (a\055) ] TJ -159.6 -11.9551 Td (ble) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 65.375 237.012 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 75.1086 237.012 Tm [ (sho) 24.9922 (ws) -475.99 (that) -477.004 (our) -477.011 (unsupervised) -476 (method) -476.989 (e) 15.0122 (xceeds) -477.016 (rep\055) ] TJ -24.9965 -11.9559 Td [ (resentati) 24.9928 (v) 14.9828 (e) -527.995 (self\055supervised) -528 (methods) -527.994 (\050) ] TJ /R23 9.9626 Tf 155.934 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68281 0 Td [ (\056\054) -598.013 (T) 35.0187 (imeCyle) -361.001 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 273.084 225.056 Tm (65) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 283.046 225.056 Tm (\135) Tj -232.934 -11.9551 Td [ (and) -598.012 (CorrFlo) 25.0148 (w) -430.984 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 116.563 213.101 Tm (65) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 126.525 213.101 Tm [ (\135\051) -597.985 (and) -598.992 (the) -598.01 (best) -598.004 (non\055learning) -597.988 (method) ] TJ -76.4129 -11.9551 Td (\050) Tj /R23 9.9626 Tf 3.31797 0 Td (i\056e) Tj /R11 9.9626 Tf 9.68281 0 Td [ (\056\054) -461.996 (BVS) -252.986 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 97.9121 201.146 Tm (28) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 107.875 201.146 Tm [ (\135\051) -418.995 (across) -420.003 (most) -420.017 (metri) 0.99861 (cs\056) -818.997 (In) -420.006 (particular) 40.0056 (\054) -461.999 (with) ] TJ -57.7625 -11.9551 Td [ (the) -433.018 (learned) -434.005 (CAM) -432.999 (as) -432.985 (supervision\054) -479.011 (our) -433.018 (weakly) -433.994 (supervised) ] TJ 11.9551 TL T* [ (method) -278.002 (further) -277.009 (impro) 15.0036 (v) 14.9828 (es) -277.992 (the) -277.985 (performance\054) ] TJ /R23 9.9626 Tf 172.684 0 Td [ (e) 15.0122 (\056g) ] TJ /R11 9.9626 Tf 11.7457 0 Td [ (\056\054) -285.006 (mean) ] TJ /R38 9.9626 Tf 32.1621 0 Td [ (J) -0.80134 ] TJ /R11 9.9626 Tf 11.359 0 Td (of) Tj -227.951 -11.9547 Td [ (65\0567\056) -353.019 (T) 79.9903 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 98.0723 165.281 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 105.684 165.281 Tm [ (v) 14.9828 <657269026573> -264.018 (ag) 5.02 (ain) -263.988 (our) -263.988 (method) -264.985 (performs) -263.98 (f) 9.99588 (a) 19.9918 (v) 20.0016 (orably) ] TJ -55.5715 -11.9563 Td [ (ag) 5.01938 (ainst) -201.004 (the) -199.998 (current) -200.984 (best) -199.992 (unsupervised) -200.987 (method\054) -210.012 (CorrFlo) 25.0154 (w) 65.0112 (\054) -210.982 (ac\055) ] TJ 11.9551 TL T* [ (cording) -284.992 (to) -286.018 (mean) ] TJ /R38 9.9626 Tf 68.2949 0 Td [ (J) -0.80011 ] TJ /R36 9.9626 Tf 8.59297 0 Td [ (\046) -0.80011 ] TJ /R38 9.9626 Tf 7.74883 0 Td [ (F) 0.30019 ] TJ /R11 9.9626 Tf 10.993 0 Td (\05054\0563) Tj /R23 9.9626 Tf 23.5961 0 Td (vs) Tj /R11 9.9626 Tf 11.1422 0 Td [ (50\0563\051\056) -415.992 (Note) -285.982 (that) -284.997 (CorrFlo) 25.0154 (w) ] TJ -130.368 -11.9547 Td [ (and) -354.994 (our) -354.993 (method) -355.008 (use) -356.012 (the) -354.992 (same) -354.99 (training) -355.009 (data\056) -626.008 (This) -355.017 (demon\055) ] TJ T* [ (strates) -229.986 (our) -229.994 (MuG) -229.982 (is) -229.007 (able) -229.997 (to) -229.989 (learn) -230 (more) -229.991 (po) 24.986 (werful) -229.996 (video) -229.984 (object) ] TJ T* [ (patterns\054) -250.016 (compared) -249.986 (to) -249.985 (pre) 25.013 (vious) -250.009 (self\055learning) -250.017 (counterparts\056) ] TJ /R9 9.9626 Tf 12.55 TL T* [ (Runtime) -222.989 (Comparison\056) ] TJ /R11 9.9626 Tf 97.3727 0 Td [ (In) -222.981 (O\055V) 39.9958 (OS) -223.004 (setting\054) -228.004 (MuG) -223.002 (runs) -223.009 (about) ] TJ -97.3727 -11.9551 Td [ (0\0564s) -262.997 (per) -261.998 (frame\056) -349 (This) -262.013 (is) -263.001 (f) 9.99466 (aster) -263.014 (than) -261.983 (matching) -262.983 (based) -263.008 (methods) ] TJ 258.75 429.446 Td (\050) Tj /R23 9.9626 Tf 3.31797 0 Td [ (e) 15.0122 (\056g) ] TJ /R11 9.9626 Tf 11.7457 0 Td [ (\056\054) -426.002 (SIFT) -391.003 (Flo) 25.0032 (w) -224 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 383.313 510.446 Tm (25) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 393.275 510.446 Tm [ (\135) -390.996 (\0505\0561s\051) -390.984 (and) -390.989 (mgPFF) -223.982 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 480.527 510.446 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 490.49 510.446 Tm [ (\135) -390.998 (\0501\0563s\051\051\054) -427.017 (and) ] TJ -181.628 -11.9551 Td [ (f) 9.99588 (a) 19.9918 (v) 20.0016 (orably) -479.003 (ag) 5.01877 (ainst) -480.015 (self\055supervised) -478.989 (learning) -479.979 (methods\054) ] TJ /R23 9.9626 Tf 219.523 0 Td [ (e) 15.0122 (\056g) ] TJ /R11 9.9626 Tf 11.7457 0 Td (\056\054) Tj -231.269 -11.9547 Td [ (T) 35.0187 (imeCycle) -83.0131 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 356.932 486.536 Tm (65) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 366.894 486.536 Tm [ (\135) -250 (and) -249.993 (CorrFlo) 25.0154 (w) -83.9811 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 432.229 486.536 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 442.191 486.536 Tm (\135\056) Tj /R9 10.9589 Tf -133.329 -20.609 Td [ (4\0566\056) -250.004 (Qualitati) 10.0183 (v) 9.99384 (e) -250 (Results) ] TJ /R11 9.9626 Tf 11.9547 -17.1641 Td (Fig\056) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 337.165 448.763 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 344.378 448.763 Tm [ (presents) -223.985 (some) -223.982 (visual) -222.997 (results) -224.017 (for) -224.002 (object\055le) 24.9909 (v) 14.9828 (el) -223.997 (ZV) 39.9982 (OS) ] TJ -35.516 -11.9551 Td [ (\050top) -304.013 (ro) 25.0179 (w\051\054) -317.003 (instance\055le) 24.9934 (v) 14.9828 (el) -303.006 (Z\055V) 39.9982 (OS) -304.008 (\050middle) -303.018 (ro) 25.0154 (w\051) -303.988 (and) -303.984 (O\055V) 39.9933 (OS) ] TJ 11.9551 TL T* [ (\050bottom) -265.015 (ro) 25.0179 (w\051\056) -356.017 (F) 14.9926 (or) ] TJ /R23 9.9626 Tf 75.1148 0 Td [ (blac) 20.0089 (kswan) ] TJ /R11 9.9626 Tf 44.5039 0 Td [ (in) -265.005 (D) 39.9982 (A) 135.002 (VIS) ] TJ /R68 6.9738 Tf 39.0852 -1.49375 Td [ (1) -0.49712 (6) -0.49712 ] TJ /R11 9.9626 Tf 9.42109 1.49375 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 480.305 424.853 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 490.267 424.853 Tm [ (\135\054) -269.014 (the) -265.005 (primary) ] TJ -181.405 -11.9551 Td [ (objects) -324.983 (under) 18.0043 (go) -324.995 (vie) 24.9836 (w) -325.002 (changes) -324.995 (and) -325 (background) -324.98 (clutter) 40.008 (\054) -344.016 (b) 20.0016 (ut) ] TJ 11.9547 TL T* [ (our) -235.992 (MuG) -235.98 (still) -236.005 (generates) -235.997 (accurate) -236.015 (fore) 15.0122 (ground) -236.019 (se) 15.0171 (gments\056) -305.993 (The) ] TJ 11.9563 TL T* [ (ef) 25.0081 (fecti) 25.0179 (v) 14.9828 (eness) -372.009 (of) -372.014 (instance\055le) 24.9909 (v) 14.9828 (el) -370.992 (Z\055V) 39.9982 (OS) -371.997 (can) -371.982 (be) -372.016 (observ) 14.9926 (ed) -372.016 (in) ] TJ /R23 9.9626 Tf 11.9551 TL T* [ (tr) 14.9901 (am) ] TJ /R11 9.9626 Tf 21.6277 0 Td [ (of) -297.007 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 39.95 -1.49375 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 9.73789 1.49375 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 383.495 377.032 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 388.477 377.032 Tm [ (\135\056) -450.984 (In) -297.007 (addition\054) -309.007 (MuG) -296.009 (can) -297.014 (produce) -297 (high\055) ] TJ -79.6145 -11.9547 Td [ (quality) -309.995 (results) -308.983 (with) -310.005 (the) -310.019 (gi) 24.986 (v) 14.9828 (en) -309.987 <027273742d6672616d65> -308.988 (annotations) -309.983 (in) -310.017 (O\055) ] TJ 11.9551 TL T* [ (V) 39.9958 (OS) -193.009 (setting) -194.012 (\050see) -192.992 (the) -193.019 (results) -193.982 (on) -193.017 (the) -193.997 (last) -193.012 (ro) 25.0154 (w) -192.982 (for) ] TJ /R23 9.9626 Tf 182.422 0 Td [ (scooter) 20.0163 (\055blac) 20.0065 (k) ] TJ /R11 9.9626 Tf -182.422 -11.9551 Td [ (in) -423.995 (D) 39.9958 (A) 135 (VIS) ] TJ /R68 6.9738 Tf 40.6699 -1.49492 Td [ (1) -0.50062 (7) -0.50062 ] TJ /R11 9.9626 Tf 11.0059 1.49492 Td (\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 363.855 341.167 Tm (38) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1 0 0 1 373.818 341.167 Tm [ (\135\051\054) -468.005 (although) -424.013 (the) -423.998 (dif) 24.986 (ferent) -424.993 (i) 0.98513 (nstances) -425.012 (suf) 24.986 (fer) ] TJ -64.9559 -11.9551 Td [ (from) -328.014 (f) 9.99588 (ast) -328.014 (motion) -327.982 (and) -329 (scale) -327.984 (v) 24.9811 (ariation\056) -544.002 (More) -328.014 (results) -329.019 (can) -327.989 (be) ] TJ 11.9559 TL T* [ (found) -249.98 (in) -249.985 (supplementary) -249.995 (materials\056) ] TJ /R9 11.9552 Tf 27.582 TL T* [ (5\056) -249.989 (Conclusion) ] TJ /R11 9.9626 Tf 11.9547 -20.1531 Td [ (W) 79.9866 (e) -343.007 (proposed) -343.016 (MuG) -342.982 (\226) -342.997 (an) -343.002 (end\055to\055end) -342.987 (trainable\054) -367.017 (unsuper) 20.0163 (\055) ] TJ -11.9547 -11.9547 Td [ (vised\057weakly) -480 (supervised) -480.011 (learning) -479.979 (approach) -481.013 (for) -479.998 (se) 15.0171 (gment\055) ] TJ 11.9551 TL T* [ (ing) -370 (objects) -371.014 (from) -370.007 (the) -370.009 (videos\056) -671 (In) -370.997 (contrast) -369.997 (to) -370.007 (current) -370.997 (popu\055) ] TJ T* [ (lar) -339.002 (supervised) -339.014 (V) 39.9958 (OS) -338.005 (solutions) -338.988 (requiring) -339.017 (e) 15.0122 (xtensi) 25 (v) 14.9828 (e) -339.007 (amounts) ] TJ T* [ (of) -341 (elaborately) -342.004 (annotated) -340.98 (training) -341.012 (samples\054) -363.988 (our) -340.997 (MuG) -342.002 (mod\055) ] TJ 11.9559 TL T* [ (els) -277.003 (video) -276.995 (object) -276.998 (patterns) -276.993 (by) -277.003 (comprehensi) 25.0056 (v) 14.9828 (ely) -277.003 (e) 15.0122 (xploring) -277.017 (su\055) ] TJ 11.9551 TL T* [ (pervision) -355.007 (signals) -355.987 (from) -354.99 (dif) 24.986 (ferent) -355.004 (granularities) -355.009 (of) -356.019 (unlabeled) ] TJ T* [ (videos\056) -617.007 (Our) -352.015 (model) -353.015 (sets) -352.005 (ne) 25.0154 (w) -352.015 (state\055of\055the\055arts) -352 (o) 14.9828 (v) 14.9828 (er) -353.01 (di) 24.986 (v) 14.9828 (erse) ] TJ T* [ (V) 39.9958 (OS) -262.998 (settings\054) -267.012 (including) -263.993 (object\055le) 24.9909 (v) 14.9828 (el) -263.01 (Z\055V) 39.9982 (OS\054) -264.015 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19.9829 (\055cnn\056) -359.993 (In) ] TJ /R23 8.9664 Tf 80.482 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 198.823 275.666 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 265.704 Tm [ (\13313\135) -556.01 (Kaim) 0.99111 (ing) -302.989 (He\054) -315.987 (Xiangyu) -303.018 (Zhang\054) -315.983 (Shaoqing) -302.992 (Ren\054) -316.007 (and) -303.017 (Jian) -302 (Sun\056) ] TJ 19.9187 -10.959 Td [ (Deep) -437.009 (res) 1.01698 (idual) -437.006 (learning) -435.993 (for) -436.99 (image) -436.982 (recogni) 1.002 (tion\056) -957.007 (In) ] TJ /R23 8.9664 Tf 191.673 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td (\054) Tj -214.089 -10.959 Td (2016\056) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 93.4332 243.786 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 233.823 Tm [ (\13314\135) -556.01 (Gao) -287.996 (Huang\054) -298.998 (Zhuang) -288.994 (Liu\054) -299.007 (Laurens) -288.979 (v) 25.0066 (an) -288.988 (der) -289.002 (Maaten\054) -298.009 (and) -288.988 (Kil\055) ] TJ 19.9187 -10.959 Td [ (ian) -394.016 (Q\056) -393.994 (W) 80.0106 (einber) 17.9925 (ger) 54.9905 (\056) -820.01 (Densely) -393.996 (connected) -393.987 (con) 40.0176 (v) 19.9965 (olutional) -393.989 (net\055) ] TJ 10.959 TL T* [ (w) 10.0105 (orks\056) -360.014 (In) ] TJ /R23 8.9664 Tf 37.0039 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 157.336 211.905 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 201.943 Tm [ (\13315\135) -556.01 (Jarm) 0.98226 (o) -218.001 (Hurri) -216.984 (and) -218.02 (Aapo) -216.984 (Hyv) ] TJ 117.361 0.04492 Td (\250) Tj -0.49805 -0.04492 Td [ (arinen\056) -289.993 (Simple\055cell\055l) 0.98839 (ik) 9.98465 (e) -218.02 (recepti) 24.9984 (v) 14.9865 (e) ] TJ -96.9441 -10.959 Td [ <02656c6473> -219.993 (maximize) -220.986 (temporal) -219.988 (coherence) -219.984 (in) -221 (natural) -219.997 (video\056) ] TJ /R23 8.9664 Tf 191.557 0 Td [ (Neur) 14.9865 (al) ] TJ -191.557 -10.959 Td (Computation) Tj /R11 8.9664 Tf 46.8312 0 Td [ (\054) -250 (15\0503\051\072663\226691\054) -249.98 (2003\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 202.527 180.025 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 170.062 Tm [ (\13316\135) -556.01 (Eddy) -263.011 (Ilg\054) -266.996 (Nik) 10.0187 (olaus) -263.01 (Mayer) 39.989 (\054) -266.991 (T) 79.9807 (onmo) 9.98465 (y) -263.004 (Saikia\054) -266.993 (Mar) 18.0061 (gret) -262.985 (K) 24.9957 (euper) 39.9849 (\054) ] TJ 19.9187 -10.959 Td [ (Ale) 15.0103 (x) 14.9865 (e) 15.011 (y) -245.012 (Doso) 14.9811 (vitskiy) 64.986 (\054) -245.992 (and) -243.985 (Thomas) -244.979 (Brox\056) -348.984 (Flo) 24.9902 (wnet) -244.987 (2\0560\072) -307.019 (Ev) 19.9911 (olu\055) ] TJ 10.9578 TL T* [ (tion) -209.009 (of) -208.998 (optical) -207.992 <036f> 24.9807 (w) -208.993 (estimation) -209.016 (with) -209.019 (deep) -208.019 (netw) 10 (orks\056) -271.01 (In) ] TJ /R23 8.9664 Tf 191.673 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td (\054) Tj -214.089 -10.959 Td (2017\056) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 93.4332 137.186 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 127.223 Tm [ (\13317\135) -556.01 (Croit) 1.01902 (oru) -315.995 (Ioana\054) -333.002 (Bogolin) -314.992 (Simion\055Vlad\054) -332.981 (and) -316 (Leordeanu) -315.011 (Mar) 20.0101 (\055) ] TJ 19.9187 -10.959 Td [ (ius\056) -468.991 (Unsupervised) -284.004 (learning) -283.993 (from) -284.982 (video) -284.014 (to) -283.995 (detect) -283.998 (fore) 14.9838 (ground) ] TJ 10.959 TL T* [ (objects) -249.994 (in) -250.014 (single) -250.019 (images\056) -360.019 (In) ] TJ /R23 8.9664 Tf 101.104 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 219.445 105.305 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 223.929 105.305 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 228.412 105.305 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 95.3434 Tm [ (\13318\135) -556.01 (V) 110.995 (arun) -488.01 (Jampani\054) -548.004 (Raghudeep) -488.98 (Gadde\054) -547.992 (and) -487.995 (Peter) -489.003 (V) 128.986 (\056) -487.998 (Gehler) 55.015 (\056) ] TJ 19.9187 -10.959 Td [ (V) 59.9801 (ideo) -249.989 (propag) 5.01955 (ation) -249.98 (netw) 10 (orks\056) -360.014 (In) ] TJ /R23 8.9664 Tf 116.607 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 236.939 84.3844 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 710.037 Tm [ (\13319\135) -556.012 (Y) 100.015 (eong) -235.011 (Jun) -234.989 (K) 35.0157 (oh) -234.992 (and) -235.011 (Chang\055Su) -234.992 (Kim\056) -328.02 (Primary) -235.003 (object) -235.014 (se) 15.0137 (gmen\055) ] TJ 19.9187 -10.9578 Td [ (tation) -215.989 (in) -215.989 (videos) -216.003 (based) -215.986 (on) -215.997 (re) 14.9974 (gion) -215.992 (augmentation) -216.019 (and) -216.019 (reduction\056) ] TJ 10.959 TL (In) ' /R23 8.9664 Tf 9.71094 0 Td (CVPR) Tj /R11 8.9664 Tf 22.4152 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 388.793 688.12 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 393.276 688.12 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 397.759 688.12 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 678.157 Tm [ (\13320\135) -556.012 (Shu) -367.981 (K) 35.0157 (ong) -367.997 (and) -368.016 (Charless) -368.019 (F) 15.0028 (o) 25.0066 (wlk) 10.02 (es\056) -737.993 (Multigrid) -368.013 (predicti) 24.9793 (v) 14.9865 (e) -368.013 <026c2d> ] TJ 19.9187 -10.959 Td [ (ter) -265.991 <036f> 24.982 (w) -266.021 (for) -266.996 (unsupervis) 0.98567 (ed) -266.991 (learning) -266 (on) -266.01 (videos\056) ] TJ /R23 8.9664 Tf 164.961 0 Td [ (arXiv) -266.021 (pr) 36.9925 (eprint) ] TJ -164.961 -10.959 Td (arXiv\0721904\05601693) Tj /R11 8.9664 Tf 65.4992 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 422.166 656.239 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 646.277 Tm [ (\13321\135) -556.012 (Phili) 1.002 (pp) -271.02 (Kr) ] TJ 58.2098 0.04414 Td (\250) Tj -0.49805 -0.04414 Td (ahenb) Tj 22.1602 0.04414 Td (\250) Tj -0.74805 -0.04414 Td [ (uhl) -270.01 (and) -269.997 (Vladlen) -270.002 (K) 35.0157 (oltun\056) -423.984 (Ef) 24.9848 <026369656e74> -270.018 (inference) ] TJ -59.2051 -10.959 Td [ (in) -419.004 (fully) -418.008 (connected) -418.993 (crfs) -418.01 (with) -419.007 (g) 5.01002 (aussian) -418.99 (edge) -418.005 (potentials\056) -899.996 (In) ] TJ /R23 8.9664 Tf 10.959 TL (NIPS) ' /R11 8.9664 Tf 18.9281 0 Td [ (\054) -250 (2011\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 375.595 624.359 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 614.396 Tm [ (\13322\135) -556.012 (Zihanng) -405 (Lai) -406 (and) -406.005 (W) 80.0106 (eidi) -405.986 (Xie\056) -859.981 (Self\055supervi) 1.00745 (sed) -406.003 (learning) -406.019 (for) ] TJ 19.9187 -10.959 Td [ (video) -249.989 (correspondence) -250.011 <036f> 24.9793 (w) 64.9887 (\056) -360.003 (In) ] TJ /R23 8.9664 Tf 110.985 0 Td (BMVC) Tj /R11 8.9664 Tf 24.407 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 492.059 603.438 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 496.542 603.438 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 501.025 603.438 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 593.475 Tm [ (\13323\135) -556.012 (Jungbeom) -326.008 (Lee\054) -345.016 (Eunji) -325.986 (Kim\054) -345.011 (Sungmin) -326.011 (Lee\054) -345.016 (Jangho) -326.016 (Lee\054) -345.016 (and) ] TJ 19.9187 -10.959 Td [ (Sungroh) -198.002 (Y) 109.992 (oon\056) -245.992 (Frame\055to\055frame) -197.019 (aggre) 15.0192 (g) 5.01002 (ation) -198.005 (of) -197.019 (acti) 24.9848 (v) 14.9865 (e) -197.978 (re) 14.9974 (gions) ] TJ 10.959 TL T* [ (in) -231.019 (web) -231.014 (videos) -230.989 (for) -232.013 (weakly) -230.978 (supervised) -231.017 (semantic) -231.011 (se) 15.0137 (gmentation\056) ] TJ (In) ' /R23 8.9664 Tf 9.71094 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 386.802 560.598 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 550.636 Tm [ (\13324\135) -556.012 (Y) 109.992 (ong) -393.004 (Jae) -392.993 (Lee\054) -429.01 (Jaechul) -394.006 (Kim\054) -429.005 (and) -392.982 (Kristen) -393.984 (Grauman\056) -818.017 (K) 24.9957 (e) 15.0137 (y\055) ] TJ 19.9187 -10.959 Td [ (se) 15.0165 (gments) -285.002 (for) -285.991 (video) -285.016 (object) -285.985 (se) 15.0137 (gmentat) 0.99111 (ion\056) -474.003 (In) ] TJ /R23 8.9664 Tf 159.962 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -284.983 (2011\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 538.389 539.677 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 542.873 539.677 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 328.781 528.718 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 518.755 Tm [ (\13325\135) -556.012 (Ce) -250.986 (Liu\054) -253.003 (Jenn) 15.0137 (y) -251.982 (Y) 110.994 (uen\054) -251.98 (and) -252.004 (Antonio) -252.021 (T) 79.9807 (orralba\056) -365.988 (Sift) -252.004 <036f> 24.9793 (w\072) -313.018 (Dense) ] TJ 19.9187 -10.959 Td [ (correspondence) -431.984 (across) -432.997 (scenes) -432 (and) -432.017 (its) -433.018 (appl) 0.99111 (ications\056) ] TJ /R23 8.9664 Tf 196.91 0 Td (IEEE) Tj -196.91 -10.959 Td [ (TP) 90.0198 (AMI) ] TJ /R11 8.9664 Tf 25.5902 0 Td [ (\054) -250 (33\0505\051\072978\226994\054) -249.978 (2010\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 440.036 496.838 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 486.875 Tm [ (\13326\135) -556.012 (Xiankai) -256.979 (Lu\054) -259.982 (W) 80.0106 (e) 0.98294 (nguan) -258.013 (W) 80.0079 (ang\054) -258.996 (Chao) -258 (Ma\054) -258.991 (Jianbing) -257.994 (Shen\054) -259.018 (Ling) ] TJ 19.9187 -10.959 Td [ (Shao\054) -386.014 (and) -357.996 (F) 15.0056 (atih) -358.021 (Porikli\056) -708.014 (See) -357.999 (more\054) -385.995 (kno) 25.0066 (w) -357.988 (more\072) -526.984 (Unsuper) 20.002 (\055) ] TJ 10.9582 TL T* [ (vised) -384.993 (video) -384.999 (object) -386.009 (se) 15.0165 (gme) 0.99111 (ntation) -385.984 (with) -384.982 (co\055attention) -384.982 (siamese) ] TJ 10.959 TL T* [ (netw) 10 (orks\056) -360.014 (In) ] TJ /R23 8.9664 Tf 47.9609 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 427.043 453.998 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 444.036 Tm [ (\13327\135) -556.012 (Jonathon) -259.005 (Luiten\054) -261.986 (P) 15.0056 (aul) -260.009 (V) 128.986 (oigtlaender) 39.9931 (\054) -261.981 (and) -259.018 (Bastian) -259.998 (Leibe\056) -390.009 (Pre\055) ] TJ 19.9187 -10.959 Td [ (mv) 20.0047 (os\072) -913.989 (Proposal) 1 (\055generation\054) -627.996 <7265026e656d656e74> -551.005 (and) -551.996 (mer) 18.0143 (ging) -552.012 (for) ] TJ 10.959 TL T* [ (video) -249.989 (object) -249.997 (se) 15.0165 (gmentation\056) -360.008 (In) ] TJ /R23 8.9664 Tf 109.183 0 Td [ (A) 30.0111 (CCV) ] TJ /R11 8.9664 Tf 22.6488 0 Td [ (\054) -250 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 488.498 422.118 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 492.982 422.118 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 497.465 422.118 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 412.155 Tm [ (\13328\135) -556.012 (Nicola) 1.01562 (s) -277.986 (Marki\054) -284 (Federico) -277.991 (Perazzi\054) -283.998 (Oli) 25.0174 (v) 14.9865 (er) -277.98 (W) 80.0079 (ang\054) -284.003 (and) -277.011 (Ale) 15.0083 (xan\055) ] TJ 19.9187 -10.959 Td [ (der) -359.012 (Sorkine\055Hornung\056) -710.01 (Bilat) 0.98022 (eral) -359.981 (space) -358.99 (video) -358.99 (se) 15.0137 (gmentation\056) ] TJ 10.959 TL (In) ' /R23 8.9664 Tf 9.71094 0 Td (CVPR) Tj /R11 8.9664 Tf 22.4152 0 Td [ (\054) -250 (2016\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 388.793 390.238 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 393.276 390.238 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 397.759 390.238 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 380.275 Tm [ (\13329\135) -556.012 (Grundmann) -282.993 (Matthias\054) -290.998 (Kw) 9.99826 (atra) -283 (V) 59.9787 (i) 25.0174 (v) 14.9865 (ek\054) -292.019 (Han) -282.985 (Mei\054) -291 (and) -283.023 (Essa) -283.017 (Ir) 20.0129 (\055) ] TJ 19.9187 -10.959 Td [ (f) 10.0064 (an\056) -553.017 (Ef) 24.9875 <026369656e74> -310.014 (hierarchical) -310.022 (graph\055based) -311.008 (video) -309.979 (se) 15.0137 (gmentation\056) ] TJ 10.959 TL (In) ' /R23 8.9664 Tf 9.71094 0 Td (CVPR) Tj /R11 8.9664 Tf 22.4152 0 Td [ (\054) -250 (2010\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 388.793 358.357 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 393.276 358.357 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 397.759 358.357 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 348.395 Tm [ (\13330\135) -556.012 (Hossei) 0.99111 (n) -254.988 (Mobahi\054) -256.02 (Collobert) -253.981 (Ronan\054) -256.018 (and) -254.008 (W) 80.0079 (eston) -254.994 (Jason\056) -373.998 (Deep) ] TJ 19.9187 -10.959 Td [ (learning) -271.012 (from) -270.996 (temporal) -271.004 (coherence) -272 (in) -271.01 (video\056) -428.019 (In) ] TJ /R23 8.9664 Tf 170.063 0 Td (ICML) Tj /R11 8.9664 Tf 21.4199 0 Td [ (\054) -270.999 (2009\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 328.781 326.477 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 316.514 Tm [ (\13331\135) -556.012 (Peter) -219.986 (Ochs) -219.986 (and) -220.983 (Thomas) -220.016 (Brox\056) -296.005 (Object) -220.991 (se) 15.0137 (gmentation) -220.011 (in) -219.994 (video\072) ] TJ 19.9187 -10.959 Td [ (A) -300.002 (hierarchical) -301.002 (v) 25.0066 (ariational) -299.981 (approach) -301.021 (for) -300.019 (turning) -300.993 (point) -300.019 (trajec\055) ] TJ 10.959 TL T* [ (tories) -249.989 (into) -250.006 (dense) -250.011 (re) 14.9974 (gions\056) -359.992 (In) ] TJ /R23 8.9664 Tf 102.458 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2011\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 479.55 294.596 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 484.033 294.596 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 488.516 294.596 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 284.634 Tm [ (\13332\135) -556.012 (Bo) -342.018 (P) 15.0056 (ang\054) -364.988 (Kaiwe) 0.99656 (n) -342.991 (Z) 0.99656 (ha\054) -364.991 (Hanwen) -342.005 (Cao\054) -365.018 (Chen) -341.994 (Shi\054) -364.986 (and) -342.01 (Ce) 25.0011 (wu) ] TJ 19.9187 -10.959 Td [ (Lu\056) -504.994 (Deep) -295.986 (rnn) -294.995 (frame) 24.9929 (w) 10.0092 (ork) -296 (for) -295.009 (visual) -295.978 (sequential) -295.009 (applications\056) ] TJ 10.959 TL (In) ' /R23 8.9664 Tf 9.71094 0 Td (CVPR) Tj /R11 8.9664 Tf 22.4152 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 388.793 262.716 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 252.752 Tm [ (\13333\135) -556.012 (Anesti) 0.99656 (s) -205.013 (P) 15.0056 (apazoglou) -203.979 (and) -203.995 (V) 59.9787 (ittorio) -203.995 (Ferrari\056) -259.988 (F) 15.0028 (ast) -203.979 (object) -203.995 (se) 15.0137 (gmen\055) ] TJ 19.9187 -10.959 Td [ (tation) -250.014 (in) -250.014 (unconstrained) -249.984 (video\056) -360.014 (In) ] TJ /R23 8.9664 Tf 119.53 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2013\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 496.621 241.793 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 501.105 241.793 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 505.588 241.793 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 231.832 Tm [ (\13334\135) -556.012 (Deepak) -286.99 (P) 15.0056 (athak\054) -297.996 (Ross) -287.989 (Girshick\054) -296.985 (Piotr) -287.989 (Doll) ] TJ 171.335 0.04492 Td (\264) Tj -0.49805 -0.04492 Td [ (ar) 40.0039 (\054) -297.007 (T) 35.0212 (re) 25.0174 (v) 19.9965 (or) -287.984 (Darrell\054) ] TJ -150.918 -10.959 Td [ (and) -320.007 (Bharath) -320.018 (Hariharan\056) -585.018 (Learning) -319.993 (features) -320.015 (by) -319.988 (w) 10.0092 (atching) -320.01 (ob\055) ] TJ 10.959 TL T* [ (jects) -249.995 (mo) 14.9947 (v) 14.9865 (e\056) -359.978 (In) ] TJ /R23 8.9664 Tf 53.5113 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 432.594 209.914 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 437.077 209.914 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 441.56 209.914 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 199.95 Tm [ (\13335\135) -556.012 (Federic) 1.002 (o) -314.978 (Pe) 1.002 (razzi\054) -330.005 (Anna) -314.003 (Khore) 25.0066 (v) 25.0066 (a\054) -330.003 (Rodrigo) -314.014 (Benenson\054) -330.008 (Bernt) ] TJ 19.9187 -10.959 Td [ (Schiele\054) -401.02 (and) -370.02 (Ale) 15.011 (xander) -371.014 (Sorkine\055Hornung\056) -744.996 (Learning) -371.009 (video) ] TJ 10.9578 TL T* [ (object) -283.978 (se) 15.0165 (gmentation) -284.006 (from) -284.983 (s) 1.00745 (tatic) -285.016 (images\056) -469.02 (In) ] TJ /R23 8.9664 Tf 158.017 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -283.981 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 538.391 178.034 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 542.874 178.034 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 328.781 167.075 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 157.111 Tm [ (\13336\135) -556.012 (Federico) -301.996 (Perazzi\054) -316.021 (Jor) 0.99111 (di) -302.987 (Pont\055T) 45.0085 (uset\054) -316.007 (B) 1.0129 (rian) -303.019 (McW) 40.0039 (illiams\054) -315.011 (Luc) ] TJ 19.9187 -10.959 Td [ (V) 110.994 (an) -302.015 (Gool\054) -316.005 (Markus) -302.02 (Gross\054) -316.018 (and) -303.019 (A) 0.99111 (le) 15.0192 (xander) -303.008 (Sorkine\055Hornung\056) ] TJ 10.959 TL T* [ (A) -280.006 (benchmark) -280.014 (dataset) -279.987 (and) -279.015 (e) 24.9902 (v) 25.0066 (aluation) -280.006 (methodology) -279.99 (for) -279.979 (video) ] TJ T* [ (object) -249.997 (se) 15.0165 (gmentation\056) -360.006 (In) ] TJ /R23 8.9664 Tf 87.0184 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2016\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 466.101 124.234 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 470.584 124.234 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 475.067 124.234 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 479.55 124.234 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 484.034 124.234 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 488.517 124.234 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 493 124.234 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 114.273 Tm [ (\13337\135) -556.012 (Federico) -579.986 (Perazzi\054) -662.017 (Oli) 25.0174 (v) 14.9865 (er) -580.019 (W) 80.0079 (ang\054) -663.022 (Markus) -580.014 (H\056) -580.019 (Gross\054) -662.015 (and) ] TJ 19.9187 -10.959 Td [ (Ale) 15.011 (xander) -201.977 (Sorkine\055Hornung\056) -255.016 (Fully) -202.018 (connected) -201.991 (object) -201.991 (propos\055) ] TJ 10.959 TL T* [ (als) -249.984 (for) -250.006 (video) -249.989 (se) 15.0165 (gmentation\056) -360.008 (In) ] TJ /R23 8.9664 Tf 109.927 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2015\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 487.019 92.3547 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 491.502 92.3547 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 495.985 92.3547 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 82.3914 Tm [ (\13338\135) -556.012 (Jordi) -271.979 (Pont\055T) 45.0112 (uset\054) -278.018 (Federico) -271.979 (Perazzi\054) -277.986 (Ser) 18.0197 (gi) -272.012 (Caelles\054) -277.991 (P) 15.0028 (ablo) -271.99 (Ar) 20.0183 (\055) ] TJ ET Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET 1 1 1 rg n 270 32 72 14 re f* 0.5 0.5 0.5 rg BT /F2 9 Tf 10.8 TL ET BT 1 0 0 1 297 35 Tm (8968) Tj T* ET Q endstream endobj 165 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F2 /BaseFont /Times-Roman /Subtype /Type1 >> endobj 166 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F1 /BaseFont /Helvetica /Subtype /Type1 >> endobj 167 0 obj << /Length 31334 >> stream q q 0.1 0 0 0.1 0 0 cm /R8 gs 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 70.0309 710.037 Tm (bel) Tj 11.4551 0.04492 Td (\264) Tj -0.49805 -0.04492 Td [ (aez\054) -219.997 (Ale) 15.011 (x) -212.991 (Sorkine\055Hornung\054) -220.988 (and) -213.01 (Luc) -213.016 (V) 110.994 (an) -213.01 (Gool\056) -280.019 (The) -213.016 (2017) ] TJ -10.957 -10.959 Td [ (da) 20.021 (vis) -207.01 (challenge) -206.994 (on) -206.021 (video) -206.99 (object) -207 (se) 15.0151 (gmentation\056) ] TJ /R23 8.9664 Tf 165.494 0 Td [ (arXiv) -206.99 (pr) 36.9898 (eprint) ] TJ -165.494 -10.9582 Td (arXiv\0721704\05600675) Tj /R11 8.9664 Tf 65.4992 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 163.416 688.12 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 678.157 Tm [ (\13339\135) -556.01 (Aless) 0.99111 (andro) -255.981 (Prest\054) -257.016 (Chri) 1.01017 (stian) -255.988 (Leistner) 40.0026 (\054) -256.012 (Ja) 19.9829 (vier) -256.015 (Ci) 24.9848 (v) 14.9865 (era\054) -256.02 (Cordelia) ] TJ 19.9187 -10.959 Td [ (Schmid\054) -232.993 (and) -228.999 (V) 59.9801 (ittorio) -229.002 (Ferrari\056) -314.007 (Learning) -227.983 (object) -228.999 (class) -228.999 (detectors) ] TJ 10.959 TL T* [ (from) -249.998 (weakly) -250.018 (annotated) -250.018 (video\056) -360.014 (In) ] TJ /R23 8.9664 Tf 120.014 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2012\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 240.346 656.239 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 646.276 Tm [ (\13340\135) -556.01 (Scott) -457.986 (Ree) 1.02106 (d\054) -511 (Hongl) 1 (ak) -457.979 (Lee\054) -509.997 (Dragomir) -458 (Anguelo) 15.0083 (v) 65 (\054) -509.999 (Christian) ] TJ 19.9187 -10.9582 Td [ (Sze) 15.0103 (gedy) 64.9799 (\054) -391.021 (Dumitru) -362.984 (Erhan\054) -391.016 (and) -363.006 (Andre) 25.0066 (w) -362.998 (Rabino) 14.9892 (vich\056) -720.997 (T) 35.0212 (rain\055) ] TJ 10.959 TL T* [ (ing) -222.001 (deep) -223.055 (neural) -222.009 (netw) 10 (orks) -222.02 (on) -222.009 (noisy) -221.997 (labels) -222.984 (with) -222.001 (bootstrapping\056) ] TJ /R23 8.9664 Tf T* [ (arXiv) -249.989 (pr) 36.9911 (eprint) -250.019 (arXiv\0721412\0566596) ] TJ /R11 8.9664 Tf 114.482 0 Td [ (\054) -250 (2014\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 212.398 613.4 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 603.437 Tm [ (\13341\135) -556.01 (Ignacio) -255.99 (Rocco\054) -257.997 (Relja) -255.996 (Arandjelo) 14.9851 (vi) ] TJ 140.991 0.04492 Td (\264) Tj -0.49805 -0.04492 Td [ (c\054) -257.992 (and) -256.009 (Josef) -256.015 (Si) 24.9902 (vic\056) -381.012 (End\055to\055) ] TJ -120.574 -10.959 Td [ (end) -240.98 (weakly\055supervised) -241.005 (semantic) -241.988 (alignme) 0.99111 (nt\056) -341 (In) ] TJ /R23 8.9664 Tf 169.336 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -240.982 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 70.0309 581.519 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 74.5141 581.519 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 78.9973 581.519 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 571.557 Tm [ (\13342\135) -556.01 (F) 15.0049 (ateme) 1.00677 (h) -635.01 (Sadat) -635.02 (Saleh\054) -732.019 (Mohammad) -634.984 (Sade) 15.011 (gh) -634.008 (Aliakbarian\054) ] TJ 19.9187 -10.959 Td [ (Mathieu) -422.993 (Salzmann\054) -465.017 (Lars) -423.011 (Petersson\054) -466.014 (and) -422.996 (Jose) -421.986 (M\056) -422.996 (Alv) 25.0066 (arez\056) ] TJ 10.959 TL T* [ (Bringing) -198.991 (background) -199.018 (into) -198.989 (the) -199.016 (fore) 14.9824 (ground\072) -284.008 (Making) -199.012 (all) -199.007 (classes) ] TJ T* [ (equal) -235.98 (in) -234.983 (weakly\055supervised) -235.995 (video) -235.003 (semantic) -236.018 (se) 15.0165 (gmentation\056) -328.987 (In) ] TJ /R23 8.9664 Tf (ICCV) ' /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 118.341 527.721 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 517.758 Tm [ (\13343\135) -556.01 (Hao) -403.009 (Shen\056) -851.989 (T) 79.9807 (o) 25.0066 (w) 10.0105 (ards) -404.011 (a) -403 (mathematical) -403.979 (understanding) -404.015 (of) -402.994 (the) ] TJ 19.9187 -10.9582 Td [ (dif) 25.0011 <0263756c7479> -323.98 (in) -322.986 (learning) -323.987 (with) -323.988 (feedforw) 10.0173 (ard) -322.983 (neural) -323.996 (netw) 10 (orks\056) -596.008 (In) ] TJ /R23 8.9664 Tf 10.959 TL (CVPR) ' /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 120.332 495.841 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 485.878 Tm [ (\13344\135) -556.01 (Mennatul) 0.98567 (lah) -391.009 (Siam\054) -424.986 (Chen) -390.003 (Jiang\054) -425.009 (Ste) 25.0147 (v) 14.9865 (en) -390.017 (Lu\054) -425.008 (Laura) -390.011 (Petrich\054) ] TJ 19.9187 -10.959 Td [ (Mahmoud) -371.01 (Gamal\054) -400.984 (Mohamed) -370.985 (Elhosein) 14.9838 (y) 65 (\054) -400.998 (and) -370.979 (Martin) -371.014 (Jager) 19.9938 (\055) ] TJ 10.959 TL T* [ (sand\056) -608.994 (V) 59.9801 (ideo) -328.015 (se) 15.0151 (gmentation) -327.005 (using) -327.992 (teacher) 20.002 (\055student) -328.015 (adaptation) ] TJ T* [ (in) -250.013 (a) -249.997 (human) -249.989 (robot) -249.984 (interaction) -250.014 (\050hri\051) -250.012 (setting\056) -359.992 (In) ] TJ /R23 8.9664 Tf 161.115 0 Td (ICRA) Tj /R11 8.9664 Tf 19.923 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 278.955 453.001 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 443.039 Tm [ (\13345\135) -556.01 (Hongmei) -421.987 (Song\054) -465.981 (W) 80.0106 (enguan) -423.016 (W) 80.0106 (ang\054) -466.017 (San) 14.9865 (yuan) -422.996 (Zhao\054) -465.02 (Jianbing) ] TJ 19.9187 -10.959 Td [ (Shen\054) -305.983 (and) -293.999 (Kin\055Man) -295.011 (Lam\056) -501.998 (Pyramid) -294.979 (dilated) -293.99 (deeper) -295.009 (con) 40.0176 (vlstm) ] TJ 10.959 TL T* [ (for) -250.007 (video) -249.989 (salient) -249.985 (object) -249.999 (detection\056) -359.989 (In) ] TJ /R23 8.9664 Tf 132.719 0 Td (ECCV) Tj /R11 8.9664 Tf 22.918 0 Td [ (\054) -250 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 253.554 421.121 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 258.037 421.121 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 262.52 421.121 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 267.003 421.121 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 271.486 421.121 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 411.158 Tm [ (\13346\135) -556.01 (Sainbayar) -202.014 (Sukhbaatar) 39.9917 (\054) -212.011 (Arthur) -202 (Szlam\054) -212.012 (Jason) -201.98 (W) 80.0106 (eston\054) -212.017 (and) -201.988 (Rob) ] TJ 19.9187 -10.959 Td [ (Fer) 18.0211 (gus\056) -360 (End\055to\055end) -249.98 (memory) -249.995 (netw) 10 (orks\056) -360.014 (In) ] TJ /R23 8.9664 Tf 152.383 0 Td (NIPS) Tj /R11 8.9664 Tf 18.9281 0 Td [ (\054) -250 (2015\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 269.228 400.199 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 390.237 Tm [ (\13347\135) -556.01 (K) 24.997 (e) 24.9875 (vin) -301.987 (T) 79.9813 (ang\054) -315.019 (Rahul) -301.993 (Suktha) 1.00881 (nkar) 40.0026 (\054) -316.002 (J) 1.00609 (ay) -302.015 (Y) 100.015 (agnik\054) -315.011 (and) -302.015 (Li) -301.993 (Fei\055Fei\056) ] TJ 19.9187 -10.959 Td [ (Discriminati) 25.0038 (v) 14.9865 (e) -276.006 (se) 15.0151 (gment) -275.988 (annotation) -276 (in) -276.981 (weakly) -275.982 (labeled) -275.982 (video\056) ] TJ 10.959 TL (In) ' /R23 8.9664 Tf 9.71133 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2013\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 130.044 368.319 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 134.527 368.319 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 139.01 368.319 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 358.356 Tm [ (\13348\135) -556.01 (Brian) -353.98 (T) 79.9813 (aylor) 40.0121 (\054) -382.003 (V) 110.995 (asiliy) -355.002 (Karase) 25.0174 (v) 65 (\054) -381.001 (and) -354.99 (Stef) 10.0146 (ano) -354.99 (Soatto\056) -695.005 (Causal) ] TJ 19.9187 -10.959 Td [ (video) -220.016 (object) -220.984 (se) 15.0151 (gmentation) -220.008 (from) -219.982 (persistence) -220.983 (of) -220.019 (occlusions\056) -296.019 (In) ] TJ /R23 8.9664 Tf 10.959 TL (CVPR) ' /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2015\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 120.332 336.438 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 326.476 Tm [ (\13349\135) -556.01 (P) 15.0049 (a) 20.021 (v) 14.9865 (el) -469.993 (T) 79.9813 (okmak) 10.0092 (o) 14.9865 (v) 65 (\054) -525.987 (Karteek) -471.013 (Alahari) 1.002 (\054) -525.987 (and) -471.005 (Cordelia) -470.006 (Schmid\056) ] TJ 19.9187 -10.959 Td [ (Learning) -267.017 (video) -266.98 (object) -266.989 (se) 15.0151 (gme) 0.99111 (ntation) -267.006 (with) -267.004 (visual) -267.01 (memory) 64.9833 (\056) -413.98 (In) ] TJ /R23 8.9664 Tf 10.959 TL (ICCV) ' /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 118.341 304.558 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 122.825 304.558 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 127.308 304.558 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 294.595 Tm [ (\13350\135) -556.01 (Y) 55.0136 (i\055Hsuan) -221.996 (Tsai\054) -228.011 (Guangyu) -222.998 (Zhong\054) -228.006 (and) -221.985 (Ming\055Hsuan) -222.995 (Y) 100.015 (ang\056) -299.989 (Se\055) ] TJ 19.9187 -10.959 Td [ (mantic) -249.989 (co\055se) 14.9824 (gmentation) -249.981 (in) -250.014 (videos\056) -360.01 (In) ] TJ /R23 8.9664 Tf 135.83 0 Td (ECCV) Tj /R11 8.9664 Tf 22.918 0 Td [ (\054) -250 (2016\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 256.664 283.636 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 273.674 Tm [ (\13351\135) -556.01 (Jack) -240.994 (V) 110.995 (almadre\054) -241.994 (Luca) -242.006 (Berti) 1 (netto\054) -242.988 (Joao) -241.019 (F) -241.987 (Henr) 1.002 (iques\054) -242.992 (Ran) -241.009 (T) 79.9807 (ao\054) ] TJ 19.9187 -10.959 Td [ (Andrea) -212.008 (V) 110.995 (edaldi\054) -220.004 (Arnold) -213.008 (WM) -212.004 (Smeulders\054) -219.997 (Philip) -212.991 (HS) -211.981 (T) 79.9807 (orr) 40.0094 (\054) -219.984 (and) ] TJ 10.959 TL T* [ (Efstratios) -233.004 (Ga) 20.0115 (vv) 14.9865 (es\056) -324.991 (Long\055term) -232.98 (tracking) -233.982 (in) -232.98 (the) -234 (wild\072) -301.021 (A) -234 (bench\055) ] TJ T* [ (mark\056) -359.984 (In) ] TJ /R23 8.9664 Tf 33.6063 0 Td (ECCV) Tj /R11 8.9664 Tf 22.918 0 Td [ (\054) -250 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 154.441 240.797 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 230.834 Tm [ (\13352\135) -556.01 (Ashish) -260.993 (V) 110.995 (asw) 9.99554 (ani\054) -264.998 (Noam) -261.021 (Shazeer) 40.0094 (\054) -264.987 (Niki) -260.992 (P) 15.0056 (armar) 39.9794 (\054) -264.987 (Jak) 10.0064 (ob) -261 (Uszk) 9.99554 (o\055) ] TJ 19.9187 -10.9578 Td [ (reit\054) -292.012 (Llion) -283.991 (Jones\054) -292.008 (Aidan) -283.98 (N\056) -283.991 (Gomez\054) -291.993 (Lukasz) -283.998 (Kaiser) 39.9876 (\054) -291.997 (and) -283.978 (Illia) ] TJ 10.959 TL T* [ (Polosukhin\056) -360.008 (Attention) -250.015 (is) -250.008 (all) -249.978 (you) -249.98 (need\056) -359.997 (In) ] TJ /R23 8.9664 Tf 149.172 0 Td (NIPS) Tj /R11 8.9664 Tf 18.9277 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 266.016 208.917 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 198.954 Tm [ (\13353\135) -556.01 (Carles) -252.007 (V) 110.995 (entura\054) -253.006 (Miriam) -252.987 (Bellv) 14.9988 (er) 40.0039 (\054) -253.006 (Andreu) -252.984 (Girbau\054) -252.998 (Amaia) -252.012 (Sal\055) ] TJ 19.9187 -10.959 Td [ (v) 25.0066 (ador) 40.0033 (\054) -232.008 (Ferran) -227.982 (Marques\054) -232.008 (and) -227.997 (Xa) 20.0115 (vier) -228.002 (Giro\055i) -227.997 (Nieto\056) -312.005 (Rv) 20.0101 (os\072) -299.019 (End\055) ] TJ 10.959 TL T* [ (to\055end) -316.005 (recurrent) -314.981 (netw) 10 (ork) -315.995 (for) -315.007 (video) -315.991 (object) -314.997 (se) 15.0165 (gmentation\056) -569.991 (In) ] TJ /R23 8.9664 Tf (CVPR) ' /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 120.332 166.077 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 124.816 166.077 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 129.299 166.077 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 156.115 Tm [ (\13354\135) -556.01 (P) 15.0049 (aul) -418.979 (V) 128.988 (oigtlaender) 39.9917 (\054) -461.99 (Y) 110.995 (uning) -419.004 (Chai\054) -461.987 (Florian) -420.012 (Schrof) 25.0202 (f\054) -461.001 (Hartwig) ] TJ 19.9187 -10.959 Td [ (Adam\054) -262.001 (Bastian) -260.001 (Leibe\054) -262.015 (and) -260.017 (Liang\055Chieh) -259.982 (Chen\056) -390.983 (Feelv) 19.9856 (os\072) -329.994 (F) 15.0056 (ast) ] TJ 10.959 TL T* [ (end\055to\055end) -357.992 (embedding) -357.999 (learning) -357.009 (for) -358.006 (video) -357.988 (object) -357.996 (se) 15.0165 (gmenta\055) ] TJ T* [ (tion\056) -359.986 (In) ] TJ /R23 8.9664 Tf 29.132 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 149.464 123.238 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 113.275 Tm [ (\13355\135) -556.01 (P) 15.0049 (aul) -328.014 (V) 128.988 (oigtlaender) -328.005 (and) -327.98 (Bastian) -329.009 (Leibe) 1.01153 (\056) -610.983 (Online) -328.015 (adaptation) -327.99 (of) ] TJ 19.9187 -10.959 Td [ (con) 40.0169 (v) 19.9965 (olutional) -433.982 (neural) -433.999 (netw) 10 (orks) -434.01 (for) -434.986 (video) -434.01 (object) -434.018 (se) 15.0165 (gmenta\055) ] TJ 10.959 TL T* [ (tion\056) -359.986 (In) ] TJ /R23 8.9664 Tf 29.132 0 Td (BMVC) Tj /R11 8.9664 Tf 24.4063 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 151.455 91.357 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 155.938 91.357 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 160.421 91.357 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 50.1121 81.3953 Tm [ (\13356\135) -556.01 (Carl) -388.004 (V) 128.988 (ondrick\054) -422.981 (Abhina) 20.0197 (v) -388.996 (Shri) 25.0188 (v) 25.0066 (asta) 20.0156 (v) 25.0066 (a\054) -423.018 (Alireza) -388.013 (F) 15.0056 (athi\054) -422.998 (Ser) 18.0225 (gio) ] TJ 278.669 628.642 Td [ (Guadarrama\054) -301.993 (and) -290.993 (K) 24.9957 (e) 24.9875 (vin) -291.006 (Murph) 5 (y) 65 (\056) -493.008 (T) 35.0212 (racking) -291.017 (emer) 17.9925 (ges) -291.992 (by) -291.017 (col\055) ] TJ 10.9578 TL T* [ (orizing) -249.995 (videos\056) -360.008 (In) ] TJ /R23 8.9664 Tf 66.234 0 Td (ECCV) Tj /R11 8.9664 Tf 22.9184 0 Td [ (\054) -250 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 445.819 699.079 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 450.302 699.079 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 454.785 699.079 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 689.116 Tm [ (\13357\135) -556.012 (Ning) -378.017 (W) 80.0106 (ang\054) -409.991 (Y) 55.0122 (ibing) -378 (Song\054) -410 (C) 1.0129 (hao) -377.995 (Ma\054) -409.989 (W) 80.0079 (eng) 4.98824 (ang) -377.995 (Zhou\054) -409.978 (W) 80.0079 (ei) ] TJ 19.9187 -10.959 Td [ (Liu\054) -491.001 (and) -441.99 (Houqiang) -442.995 (Li\056) -976.012 (Unsupervised) -443.017 (deep) -443.011 (tracking\056) -976.007 (In) ] TJ /R23 8.9664 Tf 10.959 TL (CVPR) ' /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 379.082 667.198 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 657.235 Tm [ (\13358\135) -556.012 (W) 80.0106 (enguan) -314.014 (W) 80.0106 (ang\054) -330.005 (Xiankai) -314.003 (Lu\054) -329.992 (Jianbing) -314.02 (Shen\054) -329.986 (Da) 20.0129 (vid) -314.009 (J) -314.014 (Cran\055) ] TJ 19.9187 -10.9578 Td [ (dall\054) -390.019 (and) -363.006 (Ling) -361.982 (Shao\056) -719.987 (Zero\055shot) -361.98 (video) -362.998 (object) -362.007 (se) 15.0137 (gmentation) ] TJ 10.959 TL T* [ (via) -249.989 (attenti) 25.0038 (v) 14.9865 (e) -249.997 (graph) -250.011 (neural) -250.022 (netw) 9.99826 (orks\056) -360.014 (In) ] TJ /R23 8.9664 Tf 141.228 0 Td (ICCV) Tj /R11 8.9664 Tf 20.425 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 518.32 635.318 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 625.355 Tm [ (\13359\135) -556.012 (W) 80.0106 (enguan) -259.993 (W) 80.0106 (ang\054) -262 (Jianbing) -259.998 (Shen\054) -262.983 (and) -260.02 (F) 15.0028 (atih) -259.998 (Porikli\056) -391.991 (Salienc) 15.0083 (y\055) ] TJ 19.9187 -10.959 Td [ (a) 15.011 (w) 10.0092 (are) -287.017 (geodesic) -287.009 (video) -287.02 (obje) 0.99111 (ct) -287.02 (se) 15.0137 (gmentation\056) -477.983 (In) ] TJ /R23 8.9664 Tf 168.927 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -286.987 (2015\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 328.781 603.437 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 333.264 603.437 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 337.747 603.437 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 593.475 Tm [ (\13360\135) -556.012 (W) 80.0106 (enguan) -324.993 (W) 80.0106 (ang\054) -344.992 (Jianbing) -324.998 (Shen\054) -345.016 (F) 15.0028 (atih) -324.998 (Porikli\054) -344.984 (and) -325.02 (Ruig) 4.98824 (ang) ] TJ 19.9187 -10.959 Td [ (Y) 100.015 (ang\056) -1258.99 (Semi\055supervised) -531.008 (video) -530.986 (object) -530.997 (se) 15.0137 (gmentation) -530.981 (with) ] TJ 10.959 TL T* [ (super) 20.0101 (\055trajectories\056) ] TJ /R23 8.9664 Tf 67.534 0 Td [ (IEEE) -250.006 (TP) 90.0171 (AMI) ] TJ /R11 8.9664 Tf 47.2531 0 Td [ (\054) -250 (41\0504\051\072985\226998\054) -249.978 (2018\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 529.233 571.557 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 561.594 Tm [ (\13361\135) -556.012 (W) 80.0106 (enguan) -301.99 (W) 80.0106 (ang\054) -316.021 (Jianbing) -302.997 (Shen\054) -316.002 (and) -303.019 (Ling) -302.992 (Shao\056) -527.991 (Consistent) ] TJ 19.9187 -10.959 Td [ (video) -429 (salienc) 14.9947 (y) -428.989 (using) -429.019 (local) -428.008 (gradient) -428.978 <036f> 24.9793 (w) -429 (optimization) -429.016 (and) ] TJ 10.959 TL T* [ (global) -249.981 <7265026e656d656e742e> ] TJ /R23 8.9664 Tf 68.4762 0 Td [ (IEEE) -250.006 (TIP) ] TJ /R11 8.9664 Tf 35.1121 0 Td [ (\054) -250 (24\05011\051\0724185\2264196\054) -249.978 (2015\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 531.484 539.676 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 529.714 Tm [ (\13362\135) -556.012 (W) 80.0106 (enguan) -190.985 (W) 80.0106 (ang\054) -204.014 (Jianbing) -191.993 (Shen\054) -202.993 (and) -192.015 (Ling) -191.987 (Shao\056) -234.012 (V) 59.9787 (ideo) -191.002 (salient) ] TJ 19.9187 -10.959 Td [ (object) -223.989 (detection) -222.998 (via) -223.981 (fully) -223.055 (con) 40.0148 (v) 19.9965 (olutional) -223.997 (netw) 9.99826 (orks\056) ] TJ /R23 8.9664 Tf 179.215 0 Td [ (IEEE) -222.995 (TIP) ] TJ /R11 8.9664 Tf 34.8738 0 Td (\054) Tj -214.089 -10.959 Td [ (27\0501\051\07238\22649\054) -249.978 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 400.996 507.796 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 497.833 Tm [ (\13363\135) -556.012 (W) 80.0106 (enguan) -411.993 (W) 80.0106 (ang\054) -452.991 (Hongmei) -412.009 (Song\054) -451.997 (Shuyang) -413 (Zhao\054) -451.997 (Jianbing) ] TJ 19.9187 -10.959 Td [ (Shen\054) -538.014 (San) 14.9865 (yuan) -480.981 (Zhao\054) -537.992 (Ste) 25.0174 (v) 14.9865 (en) -479.982 (CH) -481 (Hoi\054) -538.011 (and) -479.982 (Haibin) -481.017 (Ling\056) ] TJ 10.959 TL T* [ (Learning) -428.994 (unsupervised) -428.983 (video) -429 (object) -429.01 (se) 15.0137 (gmentation) -428.994 (through) ] TJ T* [ (visual) -250.019 (attention\056) -360.006 (In) ] TJ /R23 8.9664 Tf 70.2242 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2019\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 449.307 464.956 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 453.79 464.956 Tm (\054) Tj ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 458.273 464.956 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 454.995 Tm [ (\13364\135) -556.012 (Xiaolong) -386 (W) 80.0106 (ang\054) -420.012 (Kaiming) -386.992 (He\054) -420.02 (and) -387.013 (Abhina) 20.0183 (v) -385.99 (Gupta\056) -795.984 (T) 35.0212 (ran\055) ] TJ 19.9187 -10.959 Td [ (siti) 24.9957 (v) 14.9865 (e) -524.982 (in) 40.0012 (v) 25.0066 (ariance) -525.001 (for) -525.993 (self\055supervised) -524.991 (visual) -525.001 (representation) ] TJ 10.959 TL T* [ (learning\056) -359.995 (In) ] TJ /R23 8.9664 Tf 44.5633 0 Td (CVPR) Tj /R11 8.9664 Tf 22.416 0 Td [ (\054) -250 (2017\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 423.646 433.077 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 308.862 423.113 Tm [ (\13365\135) -556.012 (Xiaolong) -360.994 (W) 80.0106 (ang\054) -387.991 (Allan) -360.994 (Jabri\054) -388.996 (and) -361.005 (Ale) 15.0083 (x) 14.9865 (ei) 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