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BT /R39 9.96260 Tf 1.02000 0 0 1 250.66900 231.39100 Tm [ (\135\054) -315.00400 (image\055) ] TJ -196.62500 -11.95510 Td [ (to\055te) 15.00250 (xt) -263.00300 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 82.54490 219.43600 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 92.50780 219.43600 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 97.71410 219.43600 Tm (42) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 107.67700 219.43600 Tm [ (\135\054) -266.99200 (visual) -262 (question) -261.98700 (answering) -263.01100 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 228.17400 219.43600 Tm (11) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 238.13600 219.43600 Tm [ (\135) -262.01900 (and) -262.98200 (image) ] TJ 0.98000 0 0 1 50.11210 207.48100 Tm [ (generation) -224.99700 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 96.77500 207.48100 Tm (9) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.98000 0 0 1 101.75600 207.48100 Tm [ (\135\056) -306.00800 (The) 15 (y) -226.00900 (ha) 20.98490 (v) 15.00720 (e) -224.99600 (also) -225.98900 (been) -225.01200 (sho) 25 (wn) -225.01700 (to) -224.99500 (be) -225.99300 (surprisingly) ] TJ 1.02000 0 0 1 50.11210 195.52500 Tm [ (ef) 24.99160 (fecti) 25.00480 (v) 13.99890 (e) -256.99800 (in) -256.00700 (non\055vision) -256.99900 (domains\054) ] TJ /R49 9.96260 Tf 131.09600 0 Td [ (e) 15.00610 (\056g) ] TJ /R39 9.96260 Tf 11.74900 0 Td [ (\056) -256.98900 (natural) -257.01900 (language) -255.98400 (pro\055) ] TJ 0.98000 0 0 1 50.11210 183.57000 Tm [ (cessing) -250.98500 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 84.55780 183.57000 Tm (44) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.98000 0 0 1 94.52110 183.57000 Tm [ (\135) -251.01600 (and) -250.99500 (analyzing) -251.00500 (the) -251.98400 (board) -250.99000 (in) -251 (the) -250.98400 (g) 5.00367 (ame) -251.00600 (of) -251.01400 (Go) -250.98400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 272.45100 183.57000 Tm (37) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.98000 0 0 1 282.41300 183.57000 Tm (\135\056) Tj 1.02000 0 0 1 62.06720 171.38800 Tm [ (A) -380.00700 (major) -380.00400 (dra) 15.00370 (wback) -380.00400 (of) -379.98500 (deep) -380.01900 (con) 39.00610 (v) 19.99500 (olutional) -379.98300 (netw) 9.98968 (orks) -379.99500 (is) ] TJ 1.01300 0 0 1 50.11210 159.43300 Tm [ (their) -246.98100 (huge) -246.99000 (computational) -247.00200 (cost\056) -306.99900 (A) -247.00300 (natural) -246.98000 (w) 10.00310 (ay) -246.98300 (to) -247.01200 (tackle) -246.98500 (this) ] TJ 1.01000 0 0 1 50.11210 147.47800 Tm [ (issue) -248.00400 (is) -247 (by) -248.01500 (using) -248.01100 (attention) -246.99700 (to) -247.99800 (guide) -247.98200 (the) -246.98400 (computation\054) -248.01500 (which) ] TJ 1.02000 0 0 1 50.11210 135.52200 Tm [ (is) -380.99900 (similar) -380.98800 (to) -381.01500 (ho) 24 (w) -381.00700 (biological) -381.00600 (vision) -381.01800 (systems) -381.00400 (operate) -381.01300 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 272.21800 135.52200 Tm (35) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 282.18100 135.52200 Tm (\135\056) Tj 0.99800 0 0 1 50.11210 123.56700 Tm [ (Glimpse\055based) -251.00800 (attention) -250.01200 (models) -250.99200 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 184.07200 123.56700 Tm (26) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99800 0 0 1 194.03500 123.56700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 199.01400 123.56700 Tm (33) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99800 0 0 1 208.97700 123.56700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 213.95600 123.56700 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99800 0 0 1 218.93700 123.56700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 223.91700 123.56700 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99800 0 0 1 233.87900 123.56700 Tm [ (\135) -251.01200 (assume) -250.99400 (that) ] TJ 1.02000 0 0 1 50.11210 111.61200 Tm [ (the) -251.99400 (problem) -251.98400 (at) -252.00200 (hand) -251.98100 (can) -252.01800 (be) -251.99400 (solv) 13.98870 (ed) -251.99400 (by) -252.00200 (carefully) -252.01700 (processing) ] TJ 11.95510 TL T* [ (a) -255.99900 (small) -255.01000 (number) -255.98100 (of) -256.01500 (typically) -255.00600 (rectangular) -255.99300 (sub\055re) 14.98450 (gions) -256.01000 (of) -256.01500 (the) ] TJ ET Q 3.98000 w 0 G 501.12100 904.14800 m 1446.11000 904.14800 l S q 10 0 0 10 0 0 cm BT /R39 5.97760 Tf 1 0 0 1 60.97110 82.49220 Tm (\052) Tj /R39 7.97010 Tf 3.48672 -1.49219 Td [ (This) -249.99000 (w) 10.01290 (ork) -250.01600 (w) 10.01210 (as) -250.00400 (done) -249.99100 (while) -249.98400 (M\056) -249.98100 (Figurno) 14.98520 (v) -250.02000 (w) 10.01210 (as) -250.00400 (an) -250.01300 (intern) -249.99400 (at) -249.99100 (Google\056) ] TJ ET Q q 1086.72000 0 0 725.04600 3101.20000 4636.38000 cm /R51 Do Q q 1086.76000 0 0 724.50700 4212.88000 4636.38000 cm /R54 Do Q q 5324.55000 4636.38000 113.98400 727.49200 re W n /R67 Do Q q 10 0 0 10 0 0 cm BT /R39 8.96640 Tf 1.02000 0 0 1 308.86200 446.00400 Tm [ (Figure) -264.01900 (1\072) -342.99800 (Left\072) -343.01400 (objec) 1.01172 (t) -264.98800 (detections\056) -362.00900 (Right\072) -341.98300 (feature) -264.99600 (e) 15.00760 (xtractor) -264.01400 (SA) 38.99000 (CT) ] TJ 0.98600 0 0 1 308.86200 435.04500 Tm [ (ponder) -253.97800 (cost) -254.97800 (\050computation) -253.97800 (time\051) -253.99200 (map) -255.01300 (for) -253.98600 (a) -254.99100 (COCO) -253.99200 (v) 25.02470 (alidation) -254.00300 (image\056) ] TJ 1.00800 0 0 1 308.58400 424.08600 Tm [ (The) -247.99400 (proposed) -248.01600 (method) -247.00600 (learns) -248.01100 (to) -247.98900 (allocate) -247.99400 (more) -247.01100 (computation) -247.98900 (for) -248.01600 (the) ] TJ 1 0 0 1 308.86200 413.12700 Tm [ (object\055lik) 10.00370 (e) -249.99700 (re) 14.99740 (gions) -250.00800 (of) -249.99200 (the) -249.98900 (image\056) ] TJ /R39 9.96260 Tf 0.99500 0 0 1 308.86200 384.89700 Tm [ (image\056) -310.99600 (This) -250.98500 (mak) 10 (es) -250.98500 (such) -250.99500 (models) -250.01700 (unsuitable) -250.98800 (for) -251.00700 (multi\055output) ] TJ 0.98600 0 0 1 308.86200 372.94200 Tm [ (problems) -253.99000 (\050generating) -254.01200 (box) -253 (proposals) -254.01400 (in) -254.00400 (object) -253.99500 (detection\051) -253.00500 (and) ] TJ 1.01500 0 0 1 308.86200 360.98700 Tm [ (per) 19.98850 (\055pix) 14.01050 (el) -244.01200 (prediction) -243.98300 (problems) -243.99500 (\050image) -243.99500 (se) 14.01290 (gmentation\054) -244.00900 (image) ] TJ 1.02000 0 0 1 308.86200 349.03100 Tm [ (generation\051\056) -430.99800 (Additionally) 63.98390 (\054) -298.00400 (choosing) -287.00500 (the) -287.01500 (glimpse) -288.01900 (positions) ] TJ 0.98500 0 0 1 308.86200 337.07600 Tm [ (requires) -254.99900 (designing) -253.99400 (a) -254.99600 (separate) -255.01400 (prediction) -253.98400 (netw) 10.01620 (ork) -254.98900 (or) -254.98400 (a) -254.00400 (heuris\055) ] TJ 1.02000 0 0 1 308.86200 325.12100 Tm [ (tic) -269.99300 (procedure) -268.99300 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 368.51400 325.12100 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 373.49600 325.12100 Tm [ (\135\056) -377.00800 (On) -269.98600 (the) -269.98600 (other) -268.98600 (hand\054) -275.98200 (soft) -269.98600 (spatial) -268.98600 (attention) ] TJ 0.98400 0 0 1 308.86200 313.16600 Tm [ (models) -253.98800 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 342.93900 313.16600 Tm (42) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.98400 0 0 1 352.90200 313.16600 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 357.84400 313.16600 Tm (36) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.98400 0 0 1 367.80700 313.16600 Tm [ (\135) -253.98300 (do) -254.01500 (not) -253.98500 (allo) 24.99380 (w) -254.00300 (to) -253.98800 (sa) 20.00800 (v) 14.98730 (e) -253.99300 (computation) -253.98300 (since) -253.99800 (the) 15.00230 (y) ] TJ 0.98000 0 0 1 308.86200 301.21100 Tm [ (require) -224.99200 (e) 24.98330 (v) 26.00860 (aluating) -226.00500 (the) -225.01700 (model) -225.99800 (at) -224.98200 (all) -225.00700 (spatial) -225.98300 (positions) -225.01200 (to) -225.99300 (choose) ] TJ 1 0 0 1 308.86200 289.25600 Tm [ (per) 19.99420 (\055position) -249.99300 (attention) -250.00200 (weights\056) ] TJ 1.02000 0 0 1 320.81700 274.79200 Tm [ (W) 78.01710 (e) -762.98800 (b) 19.99620 (uild) -762.99000 (upon) -763.01400 (the) -762.98300 (Adapti) 24.98620 (v) 13.99710 (e) -762.98800 (Computation) -763.00700 (T) 35.00950 (ime) ] TJ -12.04310 -11.95630 Td [ (\050A) 38.98330 (CT\051) -346.99600 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 342.13400 262.83600 Tm (12) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 352.09700 262.83600 Tm [ (\135) -347.01100 (mechanism) -345.98900 (which) -347 (w) 10.00890 (as) -347 (recently) -346.99100 (proposed) -347.01500 (for) ] TJ 0.98000 0 0 1 308.86200 250.88100 Tm [ (Recurrent) -241.01600 (Neural) -242.01100 (Netw) 11.01760 (orks) -242.01600 (\050RNNs\051\056) -310.98800 (W) 80.99890 (e) -241.00100 (sho) 25 (w) -240.98600 (that) -241.00600 (A) 41 (CT) -241.99600 (can) ] TJ 1.02000 0 0 1 308.86200 238.92600 Tm [ (be) -245.99700 (applied) -246.01100 (to) -246.01100 (dynamically) -245.98500 (choose) -245.98500 (the) -246.99800 (number) -245.98900 (of) -245.98000 (e) 25 (v) 23.99160 (aluated) ] TJ 0.99600 0 0 1 308.86200 226.97100 Tm [ (layers) -251.01900 (in) -251.00400 (Residual) -251.00900 (Netw) 10.00900 (ork) -250.99700 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 422.89800 226.97100 Tm (15) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99600 0 0 1 432.86100 226.97100 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 437.83400 226.97100 Tm (16) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 0.99600 0 0 1 447.79600 226.97100 Tm [ (\135) -251.00100 (\050the) -250.98200 (similarity) -250.99700 (between) ] TJ 1.02000 0 0 1 308.86200 215.01600 Tm [ (Residual) -314.01200 (Netw) 8.99744 (orks) -313.99300 (and) -314.99200 (RNNs) -313.98500 (w) 10.00890 (as) -314.98000 (e) 15.00610 (xplored) -314.99000 (in) -628.99400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 511.88500 215.01600 Tm (29) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 521.84800 215.01600 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1 0 0 1 527.58500 215.01600 Tm (13) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R39 9.96260 Tf 1.02000 0 0 1 537.54700 215.01600 Tm 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