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0 R /R1770 1602 0 R /R2337 1938 0 R /R1772 1604 0 R /R1773 1605 0 R /R1554 3193 0 R /R1555 3194 0 R /R1224 1608 0 R /R2440 2405 0 R /R1550 3199 0 R /R1551 3201 0 R /R1552 3204 0 R /R1553 3202 0 R /R466 1137 0 R /R2331 1614 0 R /R1558 1615 0 R /R1559 1616 0 R /R1228 1617 0 R /R2446 2017 0 R /R1796 1619 0 R /R1797 1620 0 R /R1794 1621 0 R /R1795 1622 0 R /R1792 1623 0 R /R1793 1624 0 R /R1790 1625 0 R /R1791 1626 0 R /R700 1627 0 R /R2332 1628 0 R /R1798 1629 0 R /R1799 1630 0 R /R467 1138 0 R /R2256 883 0 R /R3756 1565 0 R /R1420 1634 0 R /R1421 1635 0 R /R1422 1636 0 R /R1423 1637 0 R /R1424 1638 0 R /R1425 1639 0 R /R1426 1640 0 R /R1427 1641 0 R /R1428 1642 0 R /R1429 1643 0 R /R4290 2585 0 R /R4291 2586 0 R /R4292 2587 0 R /R3995 1648 0 R /R3992 1649 0 R /R4295 1651 0 R /R4296 2591 0 R /R3991 1653 0 R /R2212 1654 0 R /R2213 1655 0 R /R2210 1656 0 R /R2211 1657 0 R /R2216 1658 0 R /R2217 1659 0 R /R2214 1660 0 R /R2215 1661 0 R /R839 1754 0 R /R2218 1662 0 R /R2219 1663 0 R /R3968 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0 R /R848 1729 0 R /R849 1730 0 R /R2528 1731 0 R /R2529 1732 0 R /R2038 1733 0 R /R2039 1734 0 R /R2520 4078 0 R /R2521 4080 0 R /R2522 3571 0 R /R2523 3582 0 R /R2524 4091 0 R /R2525 4095 0 R /R2526 4101 0 R /R2527 4106 0 R /R787 1972 0 R /R830 1743 0 R /R776 2748 0 R /R833 1744 0 R /R784 1975 0 R /R835 1631 0 R /R2389 1747 0 R /R2711 2112 0 R /R782 1977 0 R /R3212 1749 0 R /R837 1644 0 R /R836 1650 0 R /R2146 1753 0 R /R3004 2712 0 R /R2144 1755 0 R /R2145 1756 0 R /R3329 1757 0 R /R3328 3976 0 R /R3499 4240 0 R /R3498 4242 0 R /R3497 4245 0 R /R3496 4246 0 R /R3495 4249 0 R /R3494 4251 0 R /R3493 4256 0 R /R3320 1766 0 R /R3491 876 0 R /R3322 1768 0 R /R3813 1769 0 R /R3812 1770 0 R /R3811 1771 0 R /R3810 4295 0 R /R4319 4299 0 R /R688 1774 0 R /R3815 1775 0 R /R3814 1776 0 R /R4315 1777 0 R /R4314 1778 0 R /R4317 1779 0 R /R4316 4320 0 R /R4311 1781 0 R /R4310 1782 0 R /R4313 1783 0 R /R4312 4341 0 R /R2651 1785 0 R /R3002 2818 0 R /R2905 1787 0 R /R3551 1788 0 R /R2029 1789 0 R 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1961 0 R /R3799 1962 0 R /R547 1963 0 R /R546 1964 0 R /R3794 2873 0 R /R3795 2971 0 R /R3796 1967 0 R /R3797 2947 0 R /R3790 1968 0 R /R3791 1969 0 R /R3792 1970 0 R /R3793 1971 0 R /R831 1742 0 R /R2536 2899 0 R /R2535 2920 0 R /R2534 2936 0 R /R2533 2951 0 R /R834 1632 0 R /R3558 1978 0 R /R3559 1979 0 R /R3556 1980 0 R /R3557 1110 0 R /R3554 1982 0 R /R3555 1983 0 R /R3552 1984 0 R /R3553 1985 0 R /R3550 1986 0 R /R2538 1987 0 R /R2847 1988 0 R /R2846 1989 0 R /R2845 1990 0 R /R2844 1991 0 R /R2843 1992 0 R /R2842 1993 0 R /R2841 1994 0 R /R2840 1995 0 R /R2021 1996 0 R /R2020 1997 0 R /R2023 1998 0 R /R2022 1999 0 R /R2025 2000 0 R /R2024 2001 0 R /R2027 1860 0 R /R2026 3669 0 R /R4121 4306 0 R /R911 3200 0 R /R4412 2007 0 R /R4413 1912 0 R /R4410 2009 0 R /R4411 2010 0 R /R4416 2011 0 R /R4417 2012 0 R /R4414 2013 0 R /R4415 2014 0 R /R4418 2015 0 R /R4419 2016 0 R /R2155 2018 0 R /R2154 2019 0 R /R491 1360 0 R /R2156 2021 0 R /R497 2022 0 R /R2150 2716 0 R /R2153 2024 0 R /R494 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0 R /R1287 2072 0 R >> /ExtGState << /R265 307 0 R /R78 117 0 R /R7 17 0 R >> /Font << /R2407 4412 0 R /R10 23 0 R /F1 4484 0 R /R401 4477 0 R /R8 19 0 R /F2 4485 0 R /R42 81 0 R /R341 4479 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /Group 248 0 R /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 11 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 4486 0 R /Resources << /ExtGState << /R7 17 0 R >> /Font << /R18 42 0 R /R10 23 0 R /F1 4487 0 R /F2 4488 0 R /R8 19 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 12 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 4489 0 R /Resources << /ExtGState << /R7 17 0 R >> /Font << /R18 42 0 R /R10 23 0 R /F1 4490 0 R /F2 4491 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 13 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 14 0 obj << /Length 17845 >> stream q q q 0.1 0 0 0.1 0 0 cm /R7 gs 0 g q 10 0 0 10 0 0 cm BT /R8 14.3462 Tf 1 0 0 1 191.752 675.067 Tm [ (Lear) 14.9893 (ning) -249.993 (Loss) -249.995 (f) 24.9923 (or) -249.995 (Acti) 10.0082 (v) 9.99625 (e) -250 (Lear) 14.9893 (ning) ] TJ /R10 11.9552 Tf 18.6379 -47.8203 Td [ (Donggeun) -249.997 (Y) 110.016 (oo) ] TJ /R12 7.9701 Tf 72.0652 4.33828 Td [ (1) -0.30019 ] TJ /R14 7.9701 Tf 4.23398 0 Td [ (\073) -0.10109 ] TJ /R12 7.9701 Tf 2.35312 0 Td [ (2) -0.30019 ] TJ /R10 11.9552 Tf 7.7207 -4.33828 Td [ (and) -249.987 (In) -250.014 (So) -250.016 (Kweon) ] TJ /R12 7.9701 Tf 83.3391 4.33828 Td [ (2) -0.30019 ] TJ -159.36 -23.9102 Td [ (1) -0.30019 ] TJ /R10 11.9552 Tf 4.73203 -4.33906 Td [ (Lunit) -250 (Inc\056\054) -250.002 (Seoul\054) -250.014 (South) -249.995 (K) 34.996 (orea\056) ] TJ /R12 7.9701 Tf -4.61328 -9.60898 Td [ (2) -0.30019 ] TJ /R10 11.9552 Tf 4.7332 -4.33789 Td [ (KAIST) 74.0088 (\054) -250.012 (Daejeon\054) -250.014 (South) -249.995 (K) 34.996 (orea\056) ] TJ /R16 8.9664 Tf -28.1062 -13.948 Td [ (dgyoo\100lunit\056io) -1332.99 (iskweon77\100kaist\056ac\056kr) ] TJ /R8 11.9552 Tf -51.493 -48.232 Td (Abstract) Tj /R18 9.9626 Tf -83.9277 -25.3848 Td [ (The) -241.984 (performance) -242.989 (of) -241.987 (deep) -243.017 (neur) 14.9901 (al) -241.987 (networks) -242.004 (impr) 44.9949 (o) 10.0032 (ves) -242.982 (with) ] TJ -11.9551 -11.9563 Td [ (mor) 36.9883 (e) -365.002 (annotated) -364.997 (data\056) -655.003 (The) -364.983 (pr) 44.9839 (oblem) -364.982 (is) -366.005 (t) 0.98758 (hat) -366 (the) -364.991 (b) 20.0016 (udg) 10.013 (et) -364.995 (for) ] TJ 11.9551 TL T* [ (annotation) -318.988 (is) -320.012 (limited\056) -517.997 (One) -319.982 (solution) -318.997 (to) -318.993 (this) -320 (is) -318.993 (active) -320.018 (learn\055) ] TJ T* [ (ing) 10.0155 (\054) -461.019 (wher) 36.9944 (e) -418.993 (a) -418.984 (model) -419.012 (asks) -419.016 (human) -419.985 (to) -419.016 (annotate) -418.994 (data) -419.006 (that) -419.004 (it) ] TJ T* [ (per) 36.981 (ceived) -347.986 (as) -348.99 (uncertain\056) -603.983 (A) -348.997 (variety) -348.008 (of) -348.008 (r) 37.0183 (ecent) -347.981 (methods) -349.013 (have) ] TJ T* [ (been) -386.993 (pr) 44.9839 (oposed) -387.011 (to) -386.982 (apply) -385.996 (active) -386.988 (learning) -386.997 (to) -386.982 (deep) -386.992 (networks) ] TJ T* [ (b) 20.0016 (ut) -312.994 (most) -312.006 (of) -312.994 (them) -312.015 (ar) 36.9852 (e) -313.012 (either) -312.009 (designed) -312.982 <73706563690263> -312.997 (for) -312.009 (their) -312.985 (tar) 20.0138 (\055) ] TJ 11.9559 TL T* [ (g) 10.0032 (et) -299.006 (tasks) -298.989 (or) -300.017 (computationally) -298.983 (inef) 18.0117 <026369656e74> -298.994 (for) -298.992 (lar) 36.9914 (g) 10.0032 (e) -299.994 (networks\056) ] TJ 11.9551 TL T* [ (In) -362.996 (this) -363.992 (paper) 111.018 (\054) -390.991 (we) -364.009 (pr) 44.9839 (opose) -362.981 (a) -364.013 (no) 10.0081 (vel) -363 (active) -362.991 (learning) -363.981 (method) ] TJ T* [ (that) -318.981 (is) -318.012 (simple) -318.981 (b) 20.0016 (ut) -318.993 (task\055a) 10.0143 (gnostic\054) -335.989 (and) -318.011 (works) -319.018 (ef) 18 <026369656e746c79> -318.986 (with) ] TJ T* [ (the) -322.997 (deep) -323.984 (networks\056) -529.012 (W) 91.9859 (e) -323.99 (attac) 14.9975 (h) -323 (a) -323 (small) -323.016 (par) 14.995 (ametric) -324.005 (module) 10.0179 (\054) ] TJ T* [ (named) -328.99 (\223loss) -329.005 (pr) 36.9852 (ediction) -327.996 (module) 10.0192 (\054) 140.018 (\224) -348.986 (to) -328.992 (a) -328.019 (tar) 36.9914 (g) 10.0032 (et) -329.001 (network\054) -349.01 (and) ] TJ T* [ (learn) -320.006 (it) -318.991 (to) -320.013 (pr) 36.9852 (edict) -318.995 (tar) 36.9926 (g) 10.0032 (et) -319.983 (losses) -319.019 (of) -320.013 (unlabeled) -319.013 (inputs\056) -519.014 (Then\054) ] TJ 11.9559 TL T* [ (this) -274.007 (module) -272.992 (can) -273.987 (sug) 10.0143 (g) 10.0032 (est) -273.005 (data) -274.011 (that) -272.989 (the) -273.986 (tar) 36.9914 (g) 10.0032 (et) -273.991 (model) -272.999 (is) -274.02 (lik) 10.0081 (ely) ] TJ 11.9551 TL T* [ (to) -203.013 (pr) 44.9839 (oduce) -202 (a) -202.981 (wr) 44.9925 (ong) -201.991 (pr) 36.9852 (ediction\056) -293.999 (This) -202.992 (method) -201.986 (is) -203.013 (task\055a) 10.013 (gnostic) ] TJ T* [ (as) -221.011 (networks) -220.988 (ar) 36.9852 (e) -220.007 (learned) -221.002 (fr) 44.9864 (om) -221.015 (a) -221.017 (single) -220.016 (loss) -220.997 (r) 37.0183 (e) 39.9884 (gar) 36.9914 (dless) -221.002 (of) -221.01 (tar) 20.0138 (\055) ] TJ T* [ (g) 10.0032 (et) -221.019 (t) 0.98758 (a) -1.01454 (s) 0.98635 (ks\056) -301.004 (W) 91.9865 (e) -220.007 (rigor) 45.0023 (ously) -221.004 (validate) -220.014 (our) -221.006 (method) -219.983 (thr) 44.99 (ough) -221.002 (ima) 10.013 (g) 10.0032 (e) ] TJ T* [ <636c6173736902636174696f6e2c> -229 (object) -223.986 (detection\054) -228.995 (and) -223.987 (human) -224.019 (pose) -223.99 (estimation\054) ] TJ 11.9563 TL T* [ (with) -329.011 (the) -328.016 (r) 37.0196 (ecent) -329.005 (network) -329.015 (ar) 36.9852 (c) 15.0122 (hitectur) 37.9839 (es\056) -545.984 (The) -328.989 (r) 37.0183 (esults) -329.016 (demon\055) ] TJ 11.9547 TL T* [ (str) 14.9975 (ate) -342.013 (that) -341.997 (our) -340.986 (method) -342 (consistently) -342.018 (outperforms) -342.009 (the) -342.014 (pr) 36.9865 (e) 15.0122 (vi\055) ] TJ T* [ (ous) -249.982 (methods) -250.01 (o) 10.0032 (ver) -250 (the) -249.99 (tasks\056) ] TJ /R8 11.9552 Tf 40.2898 TL T* [ (1\056) -249.99 (Intr) 18.0146 (oduction) ] TJ /R10 9.9626 Tf 11.9551 -20.4043 Td [ (Data) -392.992 (is) -393.019 <036f6f64696e67> -392.986 (in\054) -429.012 (b) 20.0016 (ut) -392.981 (deep) -392.992 (neural) -394.008 (netw) 10.0081 (orks) -393.02 (are) -393.005 (still) ] TJ -11.9551 -11.9551 Td [ (data\055hungry) 64.9916 (\056) -707.997 (The) -382.99 (empirical) -383.012 (analysis) -381.987 (of) -382.992 (\13333\054) -382.985 (20\135) -382.988 (suggests) ] TJ 11.9547 TL T* [ (that) -439.009 (the) -439.017 (performance) -438.986 (of) -438.984 (recent) -438.989 (deep) -438.984 (netw) 10.0081 (orks) -439.993 (is) -439.013 (not) -439.008 (yet) ] TJ T* [ (saturated) -467.986 (with) -466.998 (respect) -467.998 (to) -467.988 (the) -467.013 (size) -467.995 (of) -468 (training) -468.01 (data\056) -963.011 (F) 14.9926 (or) ] TJ T* [ (this) -325.018 (reason\054) -342.995 (learning) -324.987 (methods) -325.008 (from) -324.994 (semi\055supervised) -325 (learn\055) ] TJ 11.9559 TL T* [ (ing) -296.992 (\13342\054) -298.02 (39\054) -296.997 (33\054) -298.016 (20\135) -297.002 (to) -298.016 (unsupervised) -297.01 (learning) -296.992 (\1331\054) -297.985 (7\054) -297.002 (58\054) -298.016 (38\135) ] TJ 11.9551 TL T* [ (are) -317.018 (attracting) -316.984 (attention) -317.01 (along) -316.988 (with) -316.984 (weakly\055labeled) -316.986 (or) -317.003 (unla\055) ] TJ T* [ (beled) -249.989 (lar) 17.9964 (ge\055scale) -250 (data\056) ] TJ 11.9551 -13.4301 Td [ (Ho) 24.9842 (we) 25.0142 (v) 14.9828 (er) 39.986 (\054) -259.993 (gi) 24.9885 (v) 14.9828 (en) -257.995 (a) -258.001 <0278> 14.9975 (ed) -257.995 (amount) -258.005 (of) -259.014 (data\054) -259.991 (the) -257.989 (performance) ] TJ -11.9551 -11.9551 Td [ (of) -515.01 (the) -515.004 (semi\055supervised) -515.006 (or) -515.011 (unsupervised) -515.015 (learning) -514.995 (is) -515 (still) ] TJ T* [ (bound) -268.989 (to) -269.002 (that) -270.019 (of) -269.013 (fully\055supervised) -269.008 (learning\056) -367.997 (The) -269.009 (e) 15.0122 (xperimen\055) ] TJ ET Q q 3088.62 4897.04 2362.52 474.676 re W n 1 g 2684.08 2991.2 4832.83 2718.46 re f* 3453.71 5043.34 1196.13 296.012 re f* 4.83283 w 0 G 3453.71 5043.34 1196.13 296.012 re S 0 g q 10 0 0 10 0 0 cm BT /R20 9.06156 Tf 1 0 0 1 393.336 515.802 Tm (\041\042\043\044\045) Tj ET Q 1 g 3700.79 4921.91 949.047 121.426 re f* 3700.79 4921.91 949.047 121.426 re S 0 g q 10 0 0 10 0 0 cm BT /R20 9.06156 Tf 1 0 0 1 374.755 494.9 Tm [ (\046\042\047\047\050\051\052\044) -3.01486 (\043\053\054) -3.99287 (\055\053) -2.98522 (\042\056\050) 10.001 (\057) 4.98974 (\042\0430\045\044) ] TJ ET Q 3343.76 5193.86 64.6914 -5.03516 re 3403.41 5206.45 m 3453.75 5191.34 l 3403.41 5176.24 l f q 10 0 0 10 0 0 cm BT /R20 9.07364 Tf 1 0 0 1 311.468 515.872 Tm (1\056\0510\055) Tj 168.184 0 Td [ (2) 64.9901 (3\052) 18.022 (4\044\055) -2.01261 (\050) 9.9931 (\051\052\044\043\053\054) -3.00816 (\055\053) -2.02337 (\042\056) ] TJ ET Q 4649.83 5188.83 64.6875 5.03516 re 4709.49 5176.24 m 4759.83 5191.34 l 4709.49 5206.45 l f q 10 0 0 10 0 0 cm BT /R20 9.06156 Tf 1 0 0 1 479.653 494.97 Tm [ (\046\042\047\047\050\051\052\044) -3.02294 (\043\053\054) -3.99287 (\055\053) -2.98522 (\042\056) ] TJ ET Q 4649.83 4979.81 64.6875 5.03125 re 4709.49 4967.22 m 4759.83 4982.32 l 4709.49 4997.43 l f Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 351.155 478.745 Tm [ (\050a\051) -249.981 (A) -249.989 (model) -249.981 (with) -250.017 (a) -249.995 (loss) -250.006 (prediction) -250.006 (module) ] TJ ET Q 1 g q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 425.866 467.786 Tm (\056) Tj 10.959 TL (\056) ' ET Q q 3088.62 3680.32 2362.44 876.961 re W n 2677.24 2034.6 4851.55 2729 re f* 0 g q 10 0 0 10 0 0 cm BT /R22 9.09666 Tf 1 0 0 1 313.777 383.442 Tm [ (\041\042\043\044\045\046) -3.98283 (\043\046) -4.01235 (\047) ] TJ 10.6742 -10.916 Td (\050\051\051\043) Tj ET Q 1 g 3116.3 4350.3 m 3116.3 4394.02 3210 4429.45 3325.53 4429.45 c 3441.05 4429.45 3534.75 4394.02 3534.75 4350.3 c 3534.75 4033.74 l 3534.75 3990.03 3441.05 3954.6 3325.53 3954.6 c 3210 3954.6 3116.3 3990.03 3116.3 4033.74 c f* 4.85155 w 0 G 3534.75 4350.3 m 3534.75 4306.59 3441.05 4271.16 3325.53 4271.16 c 3210 4271.16 3116.3 4306.59 3116.3 4350.3 c S 3116.3 4350.3 m 3116.3 4394.02 3210 4429.45 3325.53 4429.45 c 3441.05 4429.45 3534.75 4394.02 3534.75 4350.3 c 3534.75 4033.74 l 3534.75 3990.03 3441.05 3954.6 3325.53 3954.6 c 3210 3954.6 3116.3 3990.03 3116.3 4033.74 c h S 3659.07 4115.91 463.324 114.617 re f* 3659.07 4115.91 463.324 114.617 re S 3754.89 4069.22 367.504 46.6953 re f* 3754.89 4069.22 367.504 46.6953 re S 0 g 3560.83 4176.05 32.6484 -5.05469 re 3588.42 4188.69 m 3638.96 4173.53 l 3588.42 4158.36 l f 4144.83 4089.73 33.1523 5.05469 re 4172.93 4077.1 m 4223.47 4092.26 l 4172.93 4107.42 l f 1 g 4272.79 4305.73 47.3008 46.6953 re f* 4272.79 4305.73 47.3008 46.6953 re S 4272.79 4258.43 47.3008 47.3008 re f* 4272.79 4258.43 47.3008 47.3008 re S 4272.79 4211.73 47.3008 46.6953 re f* 4272.79 4211.73 47.3008 46.6953 re S 4272.79 4166.86 47.3008 47.3008 re f* 4272.79 4166.86 47.3008 47.3008 re S 4272.79 4120.16 47.3008 46.6953 re f* 4272.79 4120.16 47.3008 46.6953 re S 4272.79 4072.86 47.3008 47.3047 re f* 4272.79 4072.86 47.3008 47.3047 re S 4272.79 3952.18 47.3008 47.3008 re f* 4272.79 3952.18 47.3008 47.3008 re S 0 g q 10 0 0 10 0 0 cm BT /R25 6.06444 Tf 0 -1 1 0 427.946 405.962 Tm <06ae> Tj /R22 9.09666 Tf 1 0 0 1 412.447 383.442 Tm [ (\052\053\046\047\054\055) -4.01504 (\056\046) -4.01504 (\047) ] TJ 6.36758 -10.916 Td (\043\051\057\057\046\057) Tj ET Q 4369.22 4171 638.281 5.05469 re 5002.45 4158.36 m 5052.98 4173.53 l 5002.45 4188.69 l f 1 g 5089.07 4271.27 m 5089.07 4298.35 5147.29 4320.29 5219.15 4320.29 c 5291.01 4320.29 5349.23 4298.35 5349.23 4271.27 c 5349.23 4075.18 l 5349.23 4048.09 5291.01 4026.16 5219.15 4026.16 c 5147.29 4026.16 5089.07 4048.09 5089.07 4075.18 c f* 5349.23 4271.27 m 5349.23 4244.18 5291.01 4222.24 5219.15 4222.24 c 5147.29 4222.24 5089.07 4244.18 5089.07 4271.27 c S 5089.07 4271.27 m 5089.07 4298.35 5147.29 4320.29 5219.15 4320.29 c 5291.01 4320.29 5349.23 4298.35 5349.23 4271.27 c 5349.23 4075.18 l 5349.23 4048.09 5291.01 4026.16 5219.15 4026.16 c 5147.29 4026.16 5089.07 4048.09 5089.07 4075.18 c h S 0 g q 10 0 0 10 0 0 cm BT /R22 9.09666 Tf 1 0 0 1 507.209 383.442 Tm [ (0\044) -3.98283 (\045\046\043) -3.98283 (\046\047) ] TJ -5.63984 -10.916 Td [ (\056\053\044) -3.98283 (\054\042\054) -2.98444 (\04212) 10.0215 (\057\046\056) ] TJ -57.9156 74.7949 Td [ (345) 6.99411 (\044\0422) -5.01343 (\051\053\044) -2.01289 (\055\043) -4.01504 (\046\057) ] TJ 0.24297 -10.916 Td [ (\044\042\042\051\056) -4.0043 (\044\056) -4.01504 (\0462) 7.02095 (\056\051\050) -4.10629 (6) ] TJ /R25 9.09666 Tf 47.7977 0 Td <072d> Tj /R22 9.09666 Tf -40.3992 -10.916 Td [ (\047\044\056) -3.98283 (\0442) 7.02095 (\050\051\054\042\056) -3.00591 (\057) ] TJ ET Q Q 0 g q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 338.884 357.073 Tm [ (\050b\051) -250.006 (Acti) 24.9957 (v) 14.9865 (e) -249.997 (learning) -250.014 (with) -250.017 (a) -249.995 (loss) -250.006 (prediction) -250.006 (module) ] TJ -30.0219 -20.9219 Td [ (Figure) -361.991 (1\056) -361.005 (A) -361.996 (no) 14.9865 (v) 14.9865 (el) -360.994 (acti) 24.9875 (v) 14.9865 (e) -362.004 (learning) -361.016 (method) -361.985 (with) -361.021 (a) -362.001 (loss) -361.01 (prediction) ] TJ 10.959 TL T* [ (module\056) -505.993 (\050a\051) -314.981 (A) -314.989 (loss) -315.005 (prediction) -315.005 (module) -315.98 (attached) -314.994 (to) -315.011 (a) -314.994 (tar) 18.0143 (get) -314.989 (model) ] TJ 10.9582 TL T* [ (predicts) -246 (the) -245.981 (loss) -245.998 (v) 25.0066 (alue) -246 (from) -245.989 (an) -245.992 (input) -245.998 (without) -245.998 (its) -245.992 (label\056) -308.008 (\050b\051) -245.998 (All) -246.003 (data) ] TJ 10.959 TL T* [ (points) -368.019 (in) -367.989 (an) -368.016 (unlabeled) -367.994 (pool) -367.992 (are) -368.003 (e) 24.9902 (v) 25.0066 (aluated) -367.992 (by) -367.997 (the) -368.008 (loss) -367.022 (prediction) ] TJ T* [ (module\056) -543.982 (The) -326.983 (data) -327.99 (points) -327.982 (with) -327.999 (the) -328.015 (top\055) ] TJ /R28 8.9664 Tf 140.859 0 Td [ (K) -0.39753 ] TJ /R10 8.9664 Tf 11.3809 0 Td [ (predicted) -328.015 (losses) -327.999 (are) -327.008 (la\055) ] TJ -152.24 -10.959 Td [ (beled) -250.008 (and) -249.997 (added) -250.017 (to) -250.014 (a) -249.997 (labeled) -250.017 (training) -249.984 (set\056) ] TJ /R10 9.9626 Tf 32.407 TL T* [ (tal) -342.992 (results) -343.016 (of) -343 (semi\055supervised) -342.997 (learning) -342.982 (in) -342.992 (\13342\054) -344.011 (45\135) -342.997 (demon\055) ] TJ 11.9551 TL T* [ (strate) -308.02 (that) -308.012 (the) -309 (higher) -308.012 (portion) -307.998 (of) -307.988 (annotated) -308.007 (data) -309.002 (ensures) -308.017 (su\055) ] TJ T* [ (perior) -283.004 (perf) 1.01454 (o) -1.01454 (r) 1.01699 (mance\056) -408.003 (This) -282.987 (is) -282.017 (wh) 4.98936 (y) -283.007 (we) -281.992 (are) -282.982 (suf) 24.986 (fering) -281.987 (from) -283.002 (an\055) ] TJ T* [ (notation) -250 (labor) -249.988 (and) -249.993 (cost) -249.983 (of) -249.997 (time\056) ] TJ 11.9551 -12.2441 Td [ (The) -334.018 (cost) -334.008 (of) -335 (annotation) -333.983 (v) 24.9811 (aries) -333.983 (widely) -333.998 (depending) -333.993 (on) -334.993 (tar) 19.9967 (\055) ] TJ -11.9551 -11.9559 Td [ (get) -235.012 (tasks\056) -304.986 (In) -235.017 (the) -235.012 (natural) -235.007 (image) -235.005 (domain\054) -238.004 (it) -235.985 (is) -235.005 (relati) 24.986 (v) 14.9828 (ely) -235.01 (cheap) ] TJ T* [ (to) -322.993 (annotate) -322.008 (class) -322.995 (labels) -322.008 (for) -323.005 <636c6173736902636174696f6e2c> -340.992 (b) 20.0016 (ut) -322.015 (detection) -322.98 (re\055) ] TJ T* [ (quires) -358.984 (e) 15.0122 (xpensi) 25 (v) 14.9828 (e) -357.984 (bounding) -358.994 (box) 14.9926 (es\056) -636.007 (F) 14.9926 (or) -358.019 (se) 15.0171 (gmentation\054) -386.004 (it) -358.984 (is) ] TJ T* [ (more) -380.005 (e) 15.0122 (xpensi) 25 (v) 14.9828 (e) -380.02 (to) -380.003 (dra) 15.0147 (w) -380.013 (pix) 14.9975 (el\055le) 25.0154 (v) 14.9828 (el) -380.01 (masks\056) -700.991 (The) -380.01 (situation) ] TJ T* [ (gets) -292.015 (much) -292.993 (w) 10 (orse) -291.988 (when) -293.003 (we) -291.99 (consider) -292.995 (the) -291.981 (bio\055medical) -293.015 (image) ] TJ T* [ (domain\056) -295.997 (It) -208.98 (requires) -209.017 <626f6172642d63697469026564> -208.009 (specialists) -208.985 (trained) -209.009 (for) -208.985 (se) 25.0154 (v\055) ] TJ 11.9563 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