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Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 205.33900 81 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 210.32000 81 Tm (26) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 220.28300 81 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 225.26400 81 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 230.24500 81 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 235.22700 81 Tm (33) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 245.18900 81 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 250.17000 81 Tm (32) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 260.13300 81 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 265.11400 81 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 270.09500 81 Tm (\135\056) Tj ET Q q 1103.90000 0 0 1105.40000 3088.26000 4497.47000 cm /R44 Do Q q 1105.44000 0 0 1105.44000 4235.51000 4497.47000 cm /R46 Do Q q 68.80500 0 0 1105.47000 5365.81000 4497.47000 cm /R48 Do Q q 10 0 0 10 0 0 cm BT /R28 7.97010 Tf 1 0 0 1 308.05400 437.79100 Tm (a\051) Tj /R49 7.97010 Tf 8.18516 0 Td [ (s) -0.29713 ] TJ /R51 5.97760 Tf 3.91602 -1.40508 Td [ (l) -0.60039 ] TJ /R53 7.97010 Tf 2.89883 1.40508 Td [ (\050) -0.19911 ] TJ /R55 7.97010 Tf 3.29297 0 Td [ (h) -0.59732 ] TJ /R57 5.97760 Tf 5.42422 2.81289 Td [ (\053) -0.20013 ] TJ /R53 7.97010 Tf 6.08867 -2.81289 Td [ (\051) -295.21400 (\075) -295.37900 (1) -0.30019 ] TJ /R49 7.97010 Tf 18.81800 0 Td [ (\072) -0.10109 ] TJ /R53 7.97010 Tf 2.35234 0 Td [ (8) -0.30019 ] TJ /R28 7.97010 Tf 6.22695 0 Td (\073) Tj /R49 7.97010 Tf 4.20781 0 Td [ (s) -0.29713 ] TJ /R51 5.97760 Tf 3.91602 -1.40508 Td [ (l) -0.60039 ] TJ /R53 7.97010 Tf 2.89922 1.40508 Td [ (\050) -0.19911 ] TJ /R55 7.97010 Tf 3.29297 0 Td [ (h) -0.59732 ] TJ /R59 5.97760 Tf 5.42383 2.81289 Td [ <00> -1 ] TJ /R53 7.97010 Tf 6.25508 -2.81289 Td [ (\051) -295.21400 (\075) -295.37900 (0) -0.30019 ] TJ /R49 7.97010 Tf 18.81800 0 Td [ (\072) -0.09802 ] TJ /R53 7.97010 Tf 2.35312 0 Td [ (1) -0.30019 ] TJ /R28 7.97010 Tf 11.89380 0 Td (b\051) Tj /R49 7.97010 Tf 8.63203 0 Td [ (s) -0.30019 ] TJ /R51 5.97760 Tf 3.91602 -0.99609 Td [ (c) -0.10619 ] TJ /R53 7.97010 Tf 3.84023 0.99609 Td [ (\050) -0.20217 ] TJ /R55 7.97010 Tf 3.29297 0 Td [ (h) -0.60039 ] TJ /R57 5.97760 Tf 5.42383 2.81289 Td [ (\053) -0.19604 ] TJ /R53 7.97010 Tf 6.08906 -2.81289 Td [ (\051) -295.21400 (\075) -295.37900 (1) -0.30019 ] TJ /R49 7.97010 Tf 18.81800 0 Td [ (\072) -0.09802 ] TJ /R53 7.97010 Tf 2.35312 0 Td [ (5) -0.30019 ] TJ /R28 7.97010 Tf 6.22578 0 Td (\073) Tj /R49 7.97010 Tf 4.20820 0 Td [ (s) -0.30019 ] TJ /R51 5.97760 Tf 3.91602 -0.99609 Td [ (c) -0.10619 ] TJ /R53 7.97010 Tf 3.84102 0.99609 Td [ (\050) -0.20217 ] TJ /R55 7.97010 Tf 3.29297 0 Td [ (h) -0.60039 ] TJ /R59 5.97760 Tf 5.42383 2.81289 Td [ <00> -1.00473 ] TJ /R53 7.97010 Tf 6.25391 -2.81289 Td [ (\051) -295.21400 (\075) -0.39822 ] TJ /R61 7.97010 Tf 14.58520 0 Td [ <00> -0.39822 ] TJ /R53 7.97010 Tf 6.58594 0 Td [ (0) -0.30019 ] TJ /R49 7.97010 Tf 4.23516 0 Td [ (\072) -0.09802 ] TJ /R53 7.97010 Tf 2.35195 0 Td [ (8) -0.30019 ] TJ /R28 8.96640 Tf -228.74000 -10.71990 Td [ (Figure) -321.99700 (1\056) -848.98100 (MANTRA) -322.00800 (prediction) -322.01900 (maps) -321.99700 (for) ] TJ /R34 8.96640 Tf 156.77700 0 Td [ (libr) 15.00830 (ary) ] TJ /R28 8.96640 Tf 27.66330 0 Td <636c61737369026572> Tj /R63 8.96640 Tf 34.76290 0 Td [ (s) -0.80051 ] TJ /R51 5.97760 Tf 4.29297 -1.06289 Td [ (l) -0.59630 ] TJ /R28 8.96640 Tf 5.78711 1.06289 Td (a\051) Tj -229.28300 -10.95900 Td (and) Tj /R34 8.96640 Tf 14.98710 0 Td (cloister) Tj /R28 8.96640 Tf 28.93910 0 Td <636c61737369026572> Tj /R63 8.96640 Tf 33.91410 0 Td [ (s) -0.80051 ] TJ /R51 5.97760 Tf 4.29297 -0.99609 Td [ (c) -0.09802 ] TJ /R28 8.96640 Tf 5.88086 0.99609 Td [ (b\051\054) -231.97800 (for) -227.00300 (an) -228 (image) -226.99800 (of) -227.99400 (class) ] TJ /R34 8.96640 Tf 87.72190 0 Td [ (libr) 15.00830 (ary) ] TJ /R28 8.96640 Tf 24.77420 0 Td [ (\056) -302.01700 (F) 15.00280 (or) -227.99400 (each) ] TJ -200.51000 -10.95900 Td [ (class\054) -211.98700 (MANTRA) -202.98800 (score) -204.02000 (is) ] TJ /R63 8.96640 Tf 90.79100 0 Td [ (s) -0.80051 ] TJ /R65 8.96640 Tf 4.29297 0 Td [ (\050) -0.69977 ] TJ /R67 8.96640 Tf 3.58320 0 Td [ (h) -0.40298 ] TJ /R57 5.97760 Tf 5.89492 3.80898 Td [ (\053) -0.19604 ] TJ /R65 8.96640 Tf 6.08789 -3.80898 Td [ (\051) -50.68290 (\053) -0.39753 ] TJ /R63 8.96640 Tf 11.64730 0 Td [ (s) -0.80051 ] TJ /R65 8.96640 Tf 4.29297 0 Td [ (\050) -0.70249 ] TJ /R67 8.96640 Tf 3.58398 0 Td [ (h) -0.40298 ] TJ /R59 5.97760 Tf 5.89375 3.80898 Td [ <00> -1.00473 ] TJ /R65 8.96640 Tf 6.25430 -3.80898 Td [ (\051) -0.70249 ] TJ /R28 8.96640 Tf 3.58398 0 Td (\072) Tj /R67 8.96640 Tf 4.31406 0 Td [ (h) -0.40298 ] TJ /R57 5.97760 Tf 5.89492 3.80898 Td [ (\053) -0.19604 ] TJ /R28 8.96640 Tf 7.90898 -3.80898 Td [ (\050red\051) -202.98800 (pro) 15.01370 (vides) -203.02000 (local\055) ] TJ -164.02400 -10.95900 Td [ (ized) -239.98800 (e) 24.98750 (vidence) -240.00700 (for) -239.98600 (the) -239.01100 (class\054) -242.00300 (whereas) ] TJ /R67 8.96640 Tf 129.96000 0 Td [ (h) -0.40298 ] TJ /R59 5.97760 Tf 5.89414 3.80898 Td [ <00> -1.00473 ] TJ /R28 8.96640 Tf 8.40508 -3.80898 Td [ (\050blue\051) -239.99600 (re) 25.01740 (v) 14.98650 (eals) -239.98000 (its) -239.98000 (absence\056) ] TJ /R28 9.96260 Tf -132.30400 -34.85200 Td [ (In) -382.01200 (this) -383.01000 (paper) 39.99090 (\054) -414.98700 (we) -382.99700 (tackle) -382.01000 (the) -382.98500 (WSL) -381.99500 (problem) -381.99000 (of) -382.99500 (learning) ] TJ -11.95510 -11.95510 Td [ (part) -370.99200 (detectors) -370.98200 (from) -370.98700 (images) -371.01700 (annotated) -371.01700 (with) -371.01200 (a) -371.00200 (global) -371.01200 (label\056) ] TJ 11.95590 TL T* [ (T) 79.99160 (o) -350.99500 (this) -351.99500 (end\054) -376.00800 (we) -351.98300 (introduce) -351.01500 (a) -351.98500 (no) 14.98770 (v) 14.98280 (el) -350.99500 (structured) -351.02000 (output) -351.98500 (latent) ] TJ 11.95510 TL T* [ (v) 24.98110 (ariable) -366.01500 (frame) 25.01300 (w) 10 (ork\054) -394.98300 (MANTRA) -365.97800 (\050Minimum) -367.01700 (mAximum) -365.99800 (la\055) ] TJ T* [ (teNt) -259.98400 (sTRucturAl) -259.99100 (SVM\051\054) -258.98900 (which) -260.02000 (incorporates) -260.01500 (a) -260 (pair) -259.99100 (of) -259.99600 (latent) ] TJ T* [ (v) 24.98110 (ariables) ] TJ /R69 9.96260 Tf 38.20620 0 Td [ (\050) -0.90181 ] TJ /R71 9.96260 Tf 3.87383 0 Td [ (h) -0.90181 ] TJ /R38 6.97380 Tf 6.36523 3.61523 Td (\053) Tj /R36 9.96260 Tf 6.61367 -3.61523 Td [ (\073) -0.79889 ] TJ /R71 9.96260 Tf 4.42812 0 Td [ (h) -0.90181 ] TJ /R40 6.97380 Tf 6.36523 3.61523 Td [ <00> -0.89971 ] TJ /R69 9.96260 Tf 6.72500 -3.61523 Td [ (\051) -0.90181 ] TJ /R28 9.96260 Tf 3.87383 0 Td [ (\054) -249.99500 (and) -249.99300 (sum) -250.01200 (their) -249.98800 (prediction) -250.00700 (scores\056) ] TJ -64.49610 -13.64180 Td [ (T) 79.99160 (o) -398.98700 (illustrate) -398.01700 (the) -398.98500 (rationale) -399.01700 (of) -398.99200 (the) -398.00200 (approach\054) -436 (let) -398.98200 (us) -398.98200 (con\055) ] TJ -11.95510 -11.95510 Td [ (sider) -225.99200 (a) -224.98700 (multi\055class) -225.99400 <636c6173736902636174696f6e> -225.01100 (instantiation) -226.02100 (of) -226.00100 (MANTRA\054) ] TJ T* [ (where) -392.01800 (latent) -391.99600 (v) 24.98110 (ariables) ] TJ /R71 9.96260 Tf 93.90630 0 Td [ (h) -0.90181 ] TJ /R28 9.96260 Tf 10.27110 0 Td [ (correspond) -391.99800 (to) -392.00300 (part) -392.00800 (localizations\056) ] TJ /R71 9.96260 Tf -104.17700 -11.95510 Td [ (h) -0.90181 ] TJ /R38 6.97380 Tf 6.36523 3.61523 Td (\053) Tj /R28 9.96260 Tf 9.29492 -3.61523 Td [ (is) -269.00200 (the) -269.00700 (max) -269.00200 (scoring) -268.99400 (latent) -268.99400 (v) 24.98110 (alue) -269.98900 (for) -269.01400 (each) -268.98500 (class) ] TJ /R71 9.96260 Tf 182.13500 0 Td [ (y) -0.89691 ] TJ /R28 9.96260 Tf 6.20586 0 Td (\054) Tj /R34 9.96260 Tf 5.21914 0 Td (i\056e) Tj /R28 9.96260 Tf 9.68398 0 Td [ (\056) -269.00900 (the) ] TJ -218.90400 -11.95590 Td [ (re) 15.00980 (gion) -248.01500 (which) -249.00300 (best) -247.98300 (represents) -249.00700 (cl) 0.98513 (ass) ] TJ /R71 9.96260 Tf 137.83100 0 Td [ (y) -0.89691 ] TJ /R28 9.96260 Tf 6.20586 0 Td (\056) Tj /R71 9.96260 Tf 5.57422 0 Td [ (h) -0.89691 ] TJ /R40 6.97380 Tf 6.36484 3.61602 Td [ <00> -0.90321 ] TJ /R28 9.96260 Tf 9.19922 -3.61602 Td [ (is) -247.98300 (the) -249.00700 (min) -248.01300 (scoring) ] TJ -165.17500 -11.95510 Td [ (latent) -254.01900 (v) 24.98110 (alue\054) -255.01100 (a) 1.01454 (n) -1.01454 (d) -253.01200 (can) -254 (thus) -254.01200 (be) -253.99700 (re) 15.00730 (g) 4.98446 (arded) -253.99700 (as) -253.01700 (an) -253.99700 (indicator) -254.01200 (of) -253.99700 (the) ] TJ T* [ (absence) -250 (of) -249.99500 (class) ] TJ /R71 9.96260 Tf 66.66880 0 Td [ (y) -0.90181 ] TJ /R28 9.96260 Tf 8.69688 0 Td [ (in) -249.98500 (the) -249.99000 (image\056) ] TJ -63.41090 -13.64180 Td [ (T) 79.99160 (o) -406.00600 (highlight) -405.01600 (the) -406.00300 (importance) -405.98600 (of) -406.01100 (the) -404.98100 (pair) ] TJ /R69 9.96260 Tf 167.51200 0 Td [ (\050) -0.90181 ] TJ /R71 9.96260 Tf 3.87500 0 Td [ (h) -0.89691 ] TJ /R38 6.97380 Tf 6.36484 3.61602 Td (\053) Tj /R36 9.96260 Tf 6.61406 -3.61602 Td [ (\073) -0.80379 ] TJ /R71 9.96260 Tf 4.42812 0 Td [ (h) -0.89691 ] TJ /R40 6.97380 Tf 6.36484 3.61602 Td [ <00> -0.90321 ] TJ /R69 9.96260 Tf 6.72422 -3.61602 Td [ (\051) -0.90181 ] TJ /R28 9.96260 Tf 3.87500 0 Td [ (\054) -444.98000 (we) ] TJ -217.71300 -11.95510 Td [ (sho) 24.99340 (w) -362.01600 (in) -360.98600 (Figure) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 374.21700 188.59600 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R28 9.96260 Tf 1 0 0 1 379.19800 188.59600 Tm [ (\054) -390.01100 (for) -362.02000 (an) -360.99900 (image) -362.00300 (of) -362.01800 (the) -360.98900 (class) ] TJ /R34 9.96260 Tf 113.20600 0 Td [ (libr) 15.00240 (ary) ] TJ /R28 9.96260 Tf 27.52620 0 Td [ (\054) -390.00800 (clas\055) ] TJ -211.06800 -11.95510 Td [ <736902636174696f6e> -301.98400 (scores) -301.98400 (for) -301.99100 (each) -301.99600 (latent) -302.00800 (location) -301.99900 (using) -301.99900 (\050on) -301.98400 (the) -301.97900 (left\051) ] TJ 11.95470 TL (the) ' /R34 9.96260 Tf 15.23160 0 Td [ (libr) 15.00240 (ary) ] TJ /R28 9.96260 Tf 30.58400 0 Td <636c61737369026572> Tj /R36 9.96260 Tf 38.47420 0 Td [ (s) -0.79889 ] TJ /R73 6.97380 Tf 4.66992 -1.49531 Td [ (l) -0.29757 ] TJ /R28 9.96260 Tf 6.11602 1.49531 Td [ (\050the) -307.00300 (correct) -307.01200 (one\051) -307.00800 (and) -307.00300 (\050on) -307.00300 (the) -306.01800 (right\051) ] TJ -95.07580 -11.95510 Td (the) Tj /R34 9.96260 Tf 16.29880 0 Td (cloister) Tj /R28 9.96260 Tf 34.01290 0 Td <636c61737369026572> Tj /R36 9.96260 Tf 39.54220 0 Td [ (s) -0.79889 ] TJ /R73 6.97380 Tf 4.66992 -1.49492 Td [ (c) -0.50062 ] TJ /R28 9.96260 Tf 8.18398 1.49492 Td [ (\050a) -414.01900 (wrong) -413.99500 (one\051\056) ] TJ /R71 9.96260 Tf 69.63200 0 Td [ (h) -0.89691 ] TJ /R38 6.97380 Tf 6.36484 3.61484 Td (\053) Tj /R28 9.96260 Tf 10.74020 -3.61484 Td (\050resp\056) Tj /R71 9.96260 Tf 30.39800 0 Td [ (h) -0.89691 ] TJ /R40 6.97380 Tf 6.36484 3.61484 Td [ <00> -0.90321 ] TJ /R28 9.96260 Tf 6.72383 -3.61484 Td (\051) Tj -232.93200 -11.95510 Td [ (re) 15.00980 (gions) -444.01400 (are) -444.01700 (box) 14.99260 (ed) -444.00400 (in) -443.01200 (red) -444.00900 (\050resp\056) -892.00300 (blue\051\056) -891.01800 (As) -443.99500 (we) -444.00400 (can) -444.00900 (see\054) ] TJ 11.95590 TL T* [ (the) -360.01100 (prediction) -361.00800 (score) ] TJ /R36 9.96260 Tf 84.36680 0 Td [ (s) -0.79889 ] TJ /R73 6.97380 Tf 4.66992 -1.49414 Td [ (l) -0.29757 ] TJ /R69 9.96260 Tf 3.05820 1.49414 Td [ (\050) -0.90181 ] TJ /R71 9.96260 Tf 3.87383 0 Td [ (h) -0.89691 ] TJ /R38 6.97380 Tf 6.36523 3.61602 Td (\053) Tj /R69 9.96260 Tf 6.61367 -3.61602 Td [ (\051) -482.91500 (\075) -483.81100 (1) ] TJ /R36 9.96260 Tf 26.21520 0 Td [ (\072) -0.80379 ] TJ /R69 9.96260 Tf 2.76797 0 Td (8) Tj /R28 9.96260 Tf 8.57188 0 Td [ (for) -360.99900 (the) -360.00900 (correct) ] TJ /R34 9.96260 Tf 62.22110 0 Td [ (libr) 15.00240 (ary) ] TJ /R28 9.96260 Tf -208.72400 -11.95510 Td [ <636c61737369026572> -391.98800 (is) -392 (lar) 17.99700 (ge\054) -428.00500 (since) -392.00300 (the) -392.00300 (model) -391.98800 <026e6473> -391.98400 (strong) -393.00800 (local) -392.00300 (e) 25.01050 (vi\055) ] TJ 11.95510 TL (dence) ' /R71 9.96260 Tf 25.72270 0 Td [ (h) -0.90181 ] TJ /R38 6.97380 Tf 6.36523 3.61484 Td (\053) Tj /R28 9.96260 Tf 9.10508 -3.61484 Td [ (of) -249.99500 (its) -250.01700 (presence) -250.00200 (\050bookcase\051\054) -249.98800 (and) -249.99300 (no) -249.98800 (clear) -250.00700 (e) 25.01050 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