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5097.09000 4800.44000 c h S 0 0 0 scn q 10 0 0 10 0 0 cm BT -0.12721 Tc /R42 4.54320 Tf 1 0 0 1 505.25000 479.80400 Tm (\041\041\041) Tj ET Q Q q 10 0 0 10 0 0 cm BT /R18 8.96640 Tf 1 0 0 1 308.86200 465.48900 Tm [ (Figure) -446.98700 (1\056) -448.00500 (Multi\055label) -446.98400 (image) -447.00300 (recognition) -448.01000 (with) -447.01900 (disco) 14.98110 (v) 14.98650 (ered) -446.99200 (atten\055) ] TJ 10.95900 TL T* [ (tional) -412.99200 (re) 14.99740 (gions) -411.98500 (by) -413 (our) -413.01400 (approach\056) -797.99300 (These) -412.99500 (re) 14.99740 (gions) -412.98900 (\050highlighted) -411.99800 (by) ] TJ T* [ (dif) 25.00110 (ferent) -308.02100 (colors\051) -308 (corresponding) -308.01800 (to) -307.99700 (the) -308.01800 (semantic) -307.99100 (labels) -307.98000 (\050visualized) ] TJ T* [ (belo) 24.99570 (w) -296.99600 (the) -296.99600 (images\051) -298.01700 (are) -296.99400 (conte) 15.00280 (xtualized) -297.01800 (and) -297.00700 (discriminati) 25.01200 (v) 14.98650 (e) -297.00200 (in) -297.01800 (terms) ] TJ T* [ (of) -202.98500 <636c6173736902636174696f6e2c> -211.98100 (although) -203.01800 (the) 15.01920 (y) -203.01500 (may) -202.98200 (not) -203.00400 (preserv) 15.01370 (e) -202.98800 (object) -201.99100 (boundaries) ] TJ (well\056) ' /R18 9.96260 Tf 30.54800 TL T* [ (ally) -259.98100 (needs) -259.00800 (understanding) -259.99100 (the) -259.00600 (image) -260.02000 (in) -259.00600 (depth) -260.01500 (\050e\056g\056\054) -261.99100 (associat\055) ] TJ 11.95510 TL T* [ (ing) -258.01800 (semantic) -258.01100 (labels) -258.99800 (with) -258.01300 (re) 15.00730 (gions) -258.00600 (and) -257.99100 (capturing) -258.01100 (their) -259.00600 (depen\055) ] TJ (dencies\051\056) ' 11.95510 -12.22190 Td [ (Recently) 64.99410 (\054) -531.00700 (con) 39.99820 (v) 20.00160 (olutional) -475.01400 (neural) -473.99400 (netw) 10.00810 (orks) -475.00400 (\050CNNs\051) -475 (\13318\054) ] TJ -11.95510 -11.95510 Td [ (24\135) -190.98000 (achie) 25.01540 (v) 14.98280 (e) 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