%PDF-1.3 1 0 obj << /Kids [ 3 0 R 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R ] /Type /Pages /Count 9 >> endobj 2 0 obj << /Title (Multi\055View Domain Generalization for Visual Recognition) /Producer (PyPDF2) /Author (Li Niu\054 Wen Li\054 Dong Xu) /Subject (2015 IEEE International Conference on Computer Vision) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 13 0 R /Resources << /XObject << /x8 14 0 R /x6 17 0 R /x12 20 0 R /x10 23 0 R >> /ExtGState << /s9 26 0 R /s11 29 0 R /a0 << /CA 1 /ca 1 >> /R7 32 0 R /s5 33 0 R /s7 36 0 R >> /Font << /F2 39 0 R /R8 40 0 R /R10 44 0 R /R12 48 0 R /F1 51 0 R /R14 52 0 R /R16 55 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 59 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R10 44 0 R /R8 40 0 R /F2 60 0 R /R29 61 0 R /F1 66 0 R /R16 55 0 R /R37 67 0 R /R23 71 0 R /R35 76 0 R /R25 80 0 R /R33 83 0 R /R27 86 0 R /R31 91 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 96 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R48 97 0 R /R46 102 0 R /R44 106 0 R /R50 109 0 R /F2 112 0 R /F1 113 0 R /R10 44 0 R /R8 40 0 R /R29 61 0 R /R12 48 0 R /R16 55 0 R /R37 67 0 R /R23 71 0 R /R35 76 0 R /R25 80 0 R /R33 83 0 R /R27 86 0 R /R31 91 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 114 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R79 115 0 R /R59 120 0 R /R48 97 0 R /R46 102 0 R /R44 106 0 R /R50 109 0 R /R77 123 0 R /R75 127 0 R /F2 131 0 R /R16 55 0 R /R65 132 0 R /R10 44 0 R /R71 136 0 R /R8 40 0 R /R25 80 0 R /R29 61 0 R /R67 141 0 R /F1 145 0 R /R61 146 0 R /R27 86 0 R /R63 150 0 R /R73 155 0 R /R37 67 0 R /R23 71 0 R /R35 76 0 R /R69 158 0 R /R33 83 0 R /R57 161 0 R /R31 91 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 166 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R44 106 0 R /R59 120 0 R /R48 97 0 R /R46 102 0 R /R57 161 0 R /R50 109 0 R /R65 132 0 R /F2 167 0 R /R88 168 0 R /R90 171 0 R /R86 174 0 R /R10 44 0 R /R71 136 0 R /R8 40 0 R /R25 80 0 R /R29 61 0 R /R67 141 0 R /F1 177 0 R /R61 146 0 R /R63 150 0 R /R16 55 0 R /R37 67 0 R /R23 71 0 R /R35 76 0 R /R69 158 0 R /R27 86 0 R /R31 91 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 178 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R10 44 0 R /R79 115 0 R /R8 40 0 R /R48 97 0 R /R73 155 0 R /F2 179 0 R /R29 61 0 R /F1 180 0 R /R16 55 0 R /R37 67 0 R /R23 71 0 R /R35 76 0 R /R25 80 0 R /R27 86 0 R /R31 91 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 9 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 181 0 R /Resources << /XObject << /R103 182 0 R /R102 183 0 R /R105 184 0 R /R104 185 0 R >> /ExtGState << /R7 32 0 R >> /Font << /R10 44 0 R /R8 40 0 R /F2 186 0 R /R29 61 0 R /R67 141 0 R /F1 187 0 R /R16 55 0 R /R37 67 0 R /R35 76 0 R /R25 80 0 R /R27 86 0 R /R31 91 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 10 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 188 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R10 44 0 R /R37 67 0 R /F1 189 0 R /F2 190 0 R /R8 40 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 11 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 191 0 R /Resources << /ExtGState << /R7 32 0 R >> /Font << /R10 44 0 R /F2 192 0 R /F1 193 0 R /R16 55 0 R /R8 40 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 12 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 13 0 obj << /Length 18472 >> stream q q q 0.10000 0 0 0.10000 0 0 cm /R7 gs 0 g q 10 0 0 10 0 0 cm BT /R8 14.34600 Tf 1 0 0 1 120.53000 675.07000 Tm [ (Multi\055view) -250.00500 (Domain) -250 (Generalization) -250.01000 (f) 24.00730 (or) -249.00400 (V) 35.99650 (isual) -249 (Recognition) ] TJ /R10 11.95500 Tf 108.53000 -37.85980 Td [ (Li) -250.00400 (Niu) ] TJ /R12 7.97000 Tf 31.55000 5 Td [ (1) -0.30020 ] TJ /R10 11.95500 Tf 4.73984 -5 Td [ (\054) -249.00700 (W) 79.00520 (en) -249.01500 (Li) ] TJ /R12 7.97000 Tf 41.21020 5 Td [ (2) -0.30020 ] TJ /R10 11.95500 Tf 4.72969 -5 Td [ (\054) -249.00700 (Dong) -249.99800 (Xu) ] TJ /R12 7.97000 Tf 50.14020 4.82969 Td [ (3) -0.30020 ] TJ -260.25000 -14.43980 Td [ (1) -0.30020 ] TJ /R10 11.95500 Tf 4.73008 -4.33984 Td [ (Interdisciplinary) -250.00300 (Graduate) -250.00800 (School\054) -250.01600 (Nan) 14.00520 (yang) -248.98900 (T) 68.99450 (echnological) -248.99700 (Uni) 23.98930 (v) 15.00990 (ersity) 64.98570 (\054) -249.00500 (Sing) 3.99447 (apore) ] TJ /R12 7.97000 Tf 57.10000 -9.61016 Td [ (2) -0.30020 ] TJ /R10 11.95500 Tf 4.72969 -4.33984 Td [ (Computer) -249.98700 (V) 59 (ision) -249.00300 (Laboratory) 64.01360 (\054) -249.00700 (ETH) -250.00200 (Zurich\054) -250.00600 (Switzerland) ] TJ /R12 7.97000 Tf -76.35980 -9.61016 Td [ (3) -0.30020 ] TJ /R10 11.95500 Tf 4.73008 -4.33008 Td [ (School) -249.00900 (of) -250 (Computer) -249.98700 (Engineering\054) -250.01200 (Nan) 14.00520 (yang) -248.98900 (T) 68.99450 (echnological) -248.99700 (Uni) 23.98930 (v) 15.00990 (ersity) 64.98570 (\054) -249.00500 (Sing) 3.99447 (apore\054) -248.99700 (and) ] TJ -26.41020 -13.95000 Td [ (School) -249.98900 (of) -250 (Electrical) -250.00700 (and) -250.01500 (Information) -249.98900 (Engineering\054) -250.01200 (The) -250.01200 (Uni) 23.98930 (v) 15.00990 (ersity) -248.98500 (of) -250 (Sydne) 13.98470 (y) 65.00210 (\054) -249.00500 (Sydne) 13.98470 (y) 65.00210 (\054) -249.00500 (Australia) ] TJ /R14 8.96600 Tf 47.68980 -13.95000 Td [ (lniu002\100ntu\056edu\056sg\054) -599.01900 (liwen\100vision\056ee\056ethz\056ch\054) -599.98300 (dongxudongxu\100gmail\056com) ] TJ /R8 11.95500 Tf 28.60000 -41.05000 Td (Abstract) Tj /R16 9.96300 Tf -83.91990 -25.51990 Td [ (In) -265.98800 (this) -266.99900 (paper) 110.00900 (\054) -270.01000 (we) -266.98900 (pr) 43.99820 (opose) -265.99100 (a) -265.99900 (ne) 13.99710 (w) -265.98300 (multi\055vie) 14.00690 (w) -265.98400 (domain) -267.01100 (g) 9.00304 (en\055) ] TJ -11.95980 -11.95000 Td [ (er) 13.99340 (alization) -476.02000 (\050MVDG\051) -477.00800 (appr) 44.00930 (oac) 15.00180 (h) -475.99500 (for) -477.01300 (visual) -478.01400 (r) 36.01460 (eco) 10.01020 (gnition\054) -533.01500 (in) ] TJ 11.96020 TL T* [ (whic) 14.01550 (h) -297.99200 (we) -298.00300 (aim) -299 (to) -298.99300 (use) -299.01500 (the) -299.01900 (sour) 36.00720 (ce) -297.99000 (domain) -299.00400 (samples) -298.99700 (with) -299.01200 (mul\055) ] TJ 11.95000 TL T* [ (tiple) -256.99000 (types) -258.01100 (of) -257.98200 (featur) 35.99740 (es) -257.00900 (\050) ] TJ /R10 9.96300 Tf 91.25980 0 Td (i\056e) Tj /R16 9.96300 Tf 9.68008 0 Td [ (\056\054) -260 (multi\055vie) 14.00810 (w) -255.98500 (featur) 35.99740 (es\051) -256.99800 (to) -257.98100 (learn) -258 (r) 44.01290 (o\055) ] TJ -100.94000 -11.95980 Td [ (b) 19.00160 (ust) -309.00800 <636c61737369026572> 9 (s) -309.01200 (that) -310.00600 (can) -309.99000 (g) 9.00304 (ener) 15.01160 (alize) -309.01600 (well) -310.00200 (to) -310.00900 (any) -309.99000 (unseen) -310.00700 (tar) 19.00340 (\055) ] TJ T* [ (g) 9.00365 (et) -233.99800 (domain\056) -306.00900 (Considering) -236.00500 (the) -234.99300 (r) 36.01460 (ecent) -235.00400 (works) -235.98500 (show) -235.99500 (the) -236.01200 (domain) ] TJ 11.96020 TL T* [ (g) 9.00365 (ener) 15.01220 (alization) -279.00100 (capability) -280.99600 (can) -279.99600 (be) -279.98100 (enhanced) -280.99100 (by) -279.98100 (fusing) -280.98300 (multi\055) ] TJ 11.95000 TL T* [ (ple) -248.00900 (SVM) -248.99700 <636c61737369026572> 9 (s\054) -247.99300 (we) -248.01200 (b) 19 (uild) -248.01800 (upon) -248.98500 (e) 18.98990 (xemplar) -247.01500 (SVMs) -249.01500 (to) -249.00200 (learn) ] TJ 11.95980 TL T* [ (a) -339.00300 (set) -339.01400 (of) -338.98400 (SVM) -339.01700 <636c61737369026572> 9 (s) -339.00600 (by) -338.98900 (using) -338.99100 (one) -339.00300 (positive) -338.99100 (sample) -339.99100 (and) ] TJ T* [ (all) -252.98400 (ne) 37.99150 (gative) -251.99100 (samples) -253.98700 (in) -253.98300 (the) -254.00900 (sour) 36.00720 (ce) -253.01900 (domain) -253.01400 (eac) 14.00940 (h) -252.98200 (time) 14 (\056) -321.01900 (When) ] TJ 11.95000 TL T* [ (the) -349.00800 (sour) 36.00790 (ce) -348.99900 (domain) -350.01200 (samples) -350.00600 (come) -348.98000 (fr) 43.99210 (om) -349.00900 (multiple) -349.99400 (latent) -350.00600 (do\055) ] TJ 11.96020 TL T* [ (mains\054) -256.00800 (we) -254.99200 (e) 18.98990 (xpect) -253.98000 (the) -254.98900 (weight) -254.98300 (vector) 9.00549 (s) -254.00400 (of) -255.00200 (e) 18.99120 (xemplar) -253.99400 (SVM) -254.99600 (clas\055) ] TJ 11.95000 TL T* [ <7369026572> 9 (s) -353.98400 (can) -355 (be) -356.00500 (or) 36 (ganized) -354.00800 (into) -355.01600 (multiple) -355.01200 (hidden) -355.99000 (cluster) 8.99324 (s\056) -625.01300 (T) 90.99830 (o) ] TJ 11.95980 TL T* [ (e) 18.98990 (xploit) -312.99300 (suc) 14.01850 (h) -313.00800 (cluster) -313.99900 (structur) 36.00110 (e) 10.01140 (\054) -329.99800 (we) -313.99900 (or) 36 (ganize) -312.98200 (the) -313.99600 (weight) -315.01100 (vec\055) ] TJ 11.95000 TL T* [ (tor) 9.00426 (s) -359.98200 (learnt) -362 (on) -361.99200 (eac) 14.01060 (h) -360.01900 (vie) 14.00320 (w) -360.98300 (as) -361.01600 (a) -362.01800 (weight) -361.98000 (matrix) -361.01100 (and) -362.00600 (seek) -361.98100 (the) ] TJ 11.96020 TL T* [ (low\055r) 13.99470 (ank) -323.98700 (r) 36.01400 (epr) 36.99360 (esentation) -324.00300 (by) -326.01100 (r) 36.01460 (econstructing) -323.98200 (this) -324.98700 (weight) -325.98900 (ma\055) ] TJ 11.95000 TL T* [ (trix) -275.00900 (using) -275.98500 (itself) -275.99100 (as) -276.01400 (the) -274.98500 (dictionary) 53.99740 (\056) -385.98600 (T) 90.99830 (o) -275.01700 (enfor) 36.01710 (ce) -275.01400 (the) -276.00400 (consisten\055) ] TJ 11.95980 TL T* [ (cy) -255.99800 (of) -255.98200 (inher) 36.01770 (ent) -254.98900 (cluster) -256.01100 (structur) 36.00110 (es) -255.01000 (disco) 9.00426 (ver) 36.98250 (ed) -255.00600 (fr) 43.99090 (om) -256.00800 (the) -256.00800 (weight) ] TJ 11.95000 TL T* [ (matrices) -221.98600 (learnt) -221.98800 (on) -221.98200 (dif) 16.99890 (fer) 36.98740 (ent) -222.01500 (vie) 14.00320 (ws\054) -227.01500 (we) -222.01800 (intr) 43.99580 (oduce) -220.98900 (a) -222.00800 (ne) 13.99710 (w) -221.99300 (r) 36.01460 (e) 40.00640 (gu\055) ] TJ 11.96020 TL T* [ (larizer) -210.99200 (to) -211.99100 (minimize) -212.01200 (the) -212.01700 (mismatc) 14 (h) -210.01000 (between) -212.00300 (any) -212.01000 (two) -211.99000 (r) 36.01460 (epr) 36.99480 (esen\055) ] TJ 11.95000 TL T* [ (tation) -282.00700 (matrices) -280.99300 (on) -282.00900 (dif) 16.99890 (fer) 36.98740 (ent) -280.98300 (vie) 14.00320 (ws\056) -405.01800 (W) 90.99710 (e) -280.98700 (also) -282.00800 (de) 13.99710 (velop) -280.98300 (an) -282.01000 (ef) 17.00870 <022d> ] TJ 11.96020 TL T* [ (cient) -252.01600 (alternating) -251.00800 (optimization) -251.99100 (algorithm) -252.01400 (and) -251.98900 (further) -252 (e) 18.99120 (xtend) ] TJ 11.95000 TL T* [ (our) -320.01900 (MVDG) -318.98300 (appr) 44.00930 (oac) 15.00180 (h) -319.00700 (for) -319.98600 (domain) -320.01800 (adaptation) -320.01700 (by) -318.99300 (e) 18.99120 (xploiting) ] TJ 11.95980 TL T* [ (the) -260.98700 (manifold) -259.99400 (structur) 36.00110 (e) -260.01100 (of) -261.00100 (unlabeled) -261.01200 (tar) 36.01950 (g) 9.98323 (et) -259.99300 (domain) -261.01200 (samples\056) ] TJ 11.95000 TL T* [ (Compr) 36.01890 (ehensive) -362.99600 (e) 18.98990 (xperiments) -363.01600 (for) -364.01700 (visual) -363.99800 (r) 36.01460 (eco) 10.01020 (gnition) -364.00500 (clearly) ] TJ 11.96020 TL T* [ (demonstr) 13.98360 (ate) -224.99400 (the) -226.99500 (ef) 17.00870 (fectiveness) -225.99700 (of) -225.98900 (our) -227.01800 (appr) 44.01050 (oac) 15.00180 (hes) -226.01000 (for) -226.98500 (domain) ] TJ 11.95000 TL T* [ (g) 9.00365 (ener) 15.01220 (alization) -249.00700 (and) -249.99100 (domain) -249.99400 (adaptation\056) ] TJ /R8 11.95500 Tf 40.70980 TL T* [ (1\056) -250.00700 (Intr) 17.00610 (oduction) ] TJ /R10 9.96300 Tf 11.95980 -20.54020 Td [ (In) -227.99600 (man) 14 (y) -228.00600 (visual) -229.00700 (recognition) -228.98900 (tasks\054) -233.01500 (the) -228.99400 (training) -229.01400 (and) -228.98700 (testing) ] TJ -11.95980 -11.95000 Td [ (samples) -378 (are) -378.00200 (with) -377.98500 (dif) 24.00970 (ferent) -377.00800 (data) -378.00800 (distrib) 18.99610 (utions\056) -693.00400 (Recently) 63.99660 (\054) -409.00100 (a) ] TJ 11.95980 TL T* [ (lar) 17.01910 (ge) -271.98300 (number) -273.01700 (of) -273.00600 (domain) -273.00800 (adaptation) -273.00200 (methods) -272.98800 (\133) 0.95078 (20) 0.28425 (\054) -272.91200 (19) -0.73514 (\054) -272.91200 (1) 0.14213 (\054) -272.95100 (17) 0.32346 (\054) ] TJ 11.95000 TL T* [ (6) 0.18195 (\054) -312.08000 (24) -0.73392 (\054) -312.08000 (14) 0.32469 (\054) -312.08000 (13) 0.28548 (\054) -312.08000 (15) 0.32469 (\054) -312.08000 (26) 0.28548 (\054) -312.08000 (27) -0.69471 (\135) -310.98500 (ha) 19.01570 (v) 15.00180 (e) -310.98100 (been) -312.01500 (proposed) -312 (to) -312.98900 (e) 14.01180 (xplicitly) ] TJ 11.96020 TL T* [ (cope) -245.00900 (with) -244.01300 (the) -244.99100 (data) -245.01500 (distrib) 18.99610 (ution) -243.99500 (mismatch) -245.00600 (between) -244.98400 (the) -244.99100 (train\055) ] TJ 258.75000 445.42000 Td [ (ing) -208.98600 (samples) -209.01600 (from) -209.00600 (the) -210.01800 (source) -208.98600 (domain) -208.98100 (and) -208.99100 (the) -208.99600 (testing) -210.01000 (samples) ] TJ 11.95000 TL T* [ (from) -219.98400 (the) -220.01600 (tar) 17.01850 (get) -218.99600 (domain\056) -300.00900 (Meanwhile\054) -226.00700 (the) -220.01300 (domain) -219.99900 (generaliza\055) ] TJ 11.95980 TL T* [ (tion) -367.99500 (techniques) -368 (\133) -0.53910 (30) 0.32346 (\054) -368.30400 (38) 0.28425 (\054) -368.26400 (31) 0.28425 (\135) -367.99200 (were) -368.01200 (also) -368.00200 (de) 23.99500 (v) 15.00180 (eloped) -367.99700 (to) -367.99700 (learn) ] TJ 11.95000 TL T* [ (rob) 18.99850 (ust) -244.98100 <636c6173736902657273> -247.01500 (that) -245.99100 (can) -246.99500 (generalize) -245.97800 (well) -247.00300 (to) -245.98300 (an) 13.01690 (y) -244.98400 (unseen) -247.00300 (tar) 19.02060 (\055) ] TJ 11.96020 TL T* [ (get) -307.99700 (domain\056) -484.01000 (Please) -308.01500 (refer) -307.99700 (to) -308.01000 (Section) -308.41200 (2) -307.99000 (for) -306.99000 (the) -307.99500 (recent) -308 (w) 9.01284 (orks) ] TJ 11.95000 TL T* [ (on) -250.01700 (domain) -249.99500 (generalization) -250.01200 (and) -250.00200 (adaptation\056) ] TJ 11.95980 -13.50000 Td [ (In) -439.01200 (most) -439.01700 (e) 14.01180 (xisting) -439.01200 (domain) -439.01200 (generalization\057adaptation) -439.99200 (ap\055) ] TJ -11.95980 -11.95000 Td [ (proaches\054) -292.99600 (only) -284.98500 (one) -285.01400 (type) -284.99700 (of) -285.00500 (feature) -285.01400 (is) -285 (used) -284.99500 (during) -284.99000 (the) -284.98000 (train\055) ] TJ 11.96020 TL T* [ (ing) -368.01200 (and) -368.99700 (testing) -368.01900 (process\056) -665.99200 (When) -368.01700 (multiple) -368.99700 (types) -368.01700 (of) -368.98700 (features) ] TJ 11.95000 TL T* [ (are) -289.98200 (a) 18.99120 (v) 25 (ailable) -290.01600 (for) -290.01100 (the) -290.00100 (training) -291.00300 (and) -289.99400 (testing) -291.01300 (samples\054) -300.00200 (the) -290.97900 (visu\055) ] TJ 11.95980 TL T* [ (al) -228 (recognition) -228.00900 (results) -229 (can) -228.01900 (be) -227.99200 (impro) 14.00200 (v) 15.00180 (ed) -227.99200 (by) -227.98200 (fusing) -229.00200 (multi\055vie) 23.99010 (w) ] TJ 11.95000 TL T* [ (features) -262.01700 (\050See) -263.00900 (Section) -263.24700 (2) -262.82300 (for) -262.01900 (the) -262.98500 (related) -261.99000 (w) 9.01284 (orks) -261.98000 (on) -262.99500 (multi\055vie) 23.99010 (w) ] TJ 11.96020 TL T* [ (learning\051\056) -300.00200 (Recently) 63.99660 (\054) -227 (multi\055vie) 23.99010 (w) -220.97900 (domain) -221.99800 (adaptation) -223.01300 (methods) ] TJ 11.95000 TL T* [ (\133) -0.22544 (3) 0.14213 (\054) -313.06000 (41) 0.28425 (\054) -313.06000 (39) 0.28425 (\135) -312.00400 (were) -313.00400 (also) -312.99400 (proposed) -313.01900 (to) -312.00900 (reduce) -313.00900 (the) -313.01400 (data) -313.00400 (distrib) 18.99610 (u\055) ] TJ 11.95980 TL T* [ (tion) -219.98600 (mismatch) -221.01100 (and) -220.98900 (simultaneously) -219.99400 (fuse) -220.98400 (multi\055vie) 23.99010 (w) -219.99900 (features\056) ] TJ 11.95000 TL T* [ (In) -671.98300 (\133) 0.20584 (3) 0.14213 (\135\054) -357.00200 (Blitzer) ] TJ /R16 9.96300 Tf 63.12970 0 Td [ (et) -334.99700 (al) ] TJ /R10 9.96300 Tf 18.30000 0 Td [ (\056) -335.01600 (proposed) -335.99400 (to) -336.00400 (learn) -336.00900 (the) -335.98900 (projection) -336.01400 (ma\055) ] TJ -81.42970 -11.96020 Td [ (trices) -300 (by) -300.98700 (using) -300.99900 (Canonical) -299.98200 (Correlation) -301.01600 (Analysis) -301.01600 (\050CCA\051) -300.98200 (and) ] TJ T* [ (adapt) -201 (the) -201 (source) -202.00500 <636c6173736902657273> -200.98300 (to) -201.99200 (the) -200.99800 (tar) 17.02100 (get) -200.01700 (domain) -202.00200 (based) -200.99800 (on) -201.98800 (the) ] TJ 11.96020 TL T* [ (learnt) -264.98400 (projection) -265.98700 (matrices\056) -355.99500 (In) -265.98900 (\133) 0.51950 (41) 0.28425 (\135\054) -268.97900 (the) -266.00400 (training) -265.00900 (samples) -265.98400 (are) ] TJ T* [ (weighted) -218.01900 (similarly) -216.98400 (as) -217.99900 (in) -217.98900 (\133) -0.14703 (24) 0.32346 (\135\054) -224.00800 (while) -218.00400 (the) -218.01400 (prediction) -217.01900 (scores) -218.00400 (on) ] TJ 11.95000 TL T* [ (dif) 24.00970 (ferent) -248.99500 (vie) 24.01220 (ws) -250.01200 (are) -249.99000 (enforced) -250.98700 (to) -249.98300 (be) -251.00700 (close) -250.01200 (to) -251.00200 (each) -250.00200 (other) 54.00350 (\056) -310.98000 (Y) 98.99420 (ang) ] TJ 11.96020 TL T* [ (and) -333.00500 (Gao) -332.01700 (proposed) -333.01400 (to) -332.98500 (add) -333.00500 (the) -333.00900 (Maximum) -333.00900 (Mean) -331.99000 (Discrepan\055) ] TJ 11.95000 TL T* [ (c) 14.01180 (y) -291.01300 (\050MMD\051) -293.00800 (based) -291.99800 (re) 13.98240 (gularizer) -291.98900 (under) -293.01800 (the) -291.99800 (CCA) -293.00300 (frame) 24.00970 (w) 9.99303 (ork) -291.01800 (i) -1 (n) ] TJ 11.95980 TL T* [ (\133) -0.22544 (39) 0.32346 (\135\056) -495.01300 (Ho) 24.01220 (we) 24.98260 (v) 15.00180 (er) 40.01620 (\054) -325.99900 (these) -312 (multi\055vie) 23.99010 (w) -311 (domain) -311.98000 (adaptation) -312.01400 (meth\055) ] TJ 11.95000 TL T* [ (ods) -289.98700 (\133) -0.46069 (3) 0.18133 (\054) -290.00600 (41) -0.69593 (\054) -290.00600 (39) 0.28425 (\135) -290.00900 (are) -289.98200 (only) -290.00400 (applicable) -291.00800 (when) -289.99900 (the) -289.99900 (tar) 17.02100 (get) -289.99900 (domain) ] TJ 11.96020 TL T* [ (data) -249.99500 (is) -249.98700 (a) 18.99120 (v) 25 (ailable\056) ] TJ 11.95980 -13.48980 Td [ (In) -312.01900 (Section) -312.49200 (3) 0.14213 (\054) -327.01800 (we) -312.98700 (propose) -311.98400 (a) -312.97900 (multi\055vie) 23.99010 (w) -311 (domain) -311.98000 (general\055) ] TJ -11.95980 -11.96020 Td [ (ization) -304 (\050MVDG\051) -304.99100 (approach) -303.98100 (by) -304.98600 (using) -304.01500 (multi\055vie) 23.99010 (w) -303.98100 (source) -305.00500 (do\055) ] TJ 11.95000 TL T* [ (main) -285.99700 (samples) -287 (to) -286.99400 (learn) -286.99700 (rob) 18.99610 (ust) -285.01400 <636c6173736902657273> -287.00400 (that) -287.00400 (can) -286.98500 (generalize) ] TJ 11.96020 TL T* [ (well) -251.00400 (to) -251.98200 (an) 13.99710 (y) -250.00200 (unseen) -251.98000 (tar) 17.01850 (get) -250.01000 (domain\056) -314.98900 (Our) -251.01700 (method) -251.99200 (is) -251.98700 (moti) 23.98030 (v) 25 (ated) ] TJ 11.95000 TL T* [ (by) -266.99400 (the) -266.00600 (e) 14.01180 (xisting) -265.98900 (w) 9.01039 (ork) -266.00100 (\133) -0.65673 (38) 0.32346 (\135) -266.01400 (that) -267.00800 (e) 14.01180 (xperimentally) -265.98900 (demonstrates) ] TJ 11.95980 TL T* [ (the) -396.01800 (domain) -396.98400 (generalization) -396.02100 (capability) -396.00100 (can) -397.00100 (be) -395.99600 (enhanced) -397.01600 (by) ] TJ 11.95000 TL T* [ (fusing) -314.98600 (multiple) -313.98900 (SVM) -314.99600 <636c61737369026572732e> -504.98900 <53706563690263616c6c79> 63.98180 (\054) -329.99500 (we) -314.98900 (b) 19 (uild) -314.00400 (up) ] TJ 11.96020 TL T* [ (our) -291.99600 (w) 9.01039 (ork) -291.99600 (on) -292.98800 (e) 14.01180 (x) 15.00180 (emplar) -292.01100 (SVMs) -291.99800 (\13329) -0.69593 (\135\054) -303.01100 (in) -292.01300 (which) -293.00300 (we) -292.99300 (learn) -292.99800 (a) -292.00300 (set) ] TJ 11.95000 TL T* [ (of) -417.01700 (SVM) -417.01400 <636c6173736902657273> -417.01900 (by) -417.00200 (using) -417.99200 (one) -416.98700 (positi) 24.00480 (v) 15.00180 (e) -416.01700 (sample) -416.99200 (and) -418.00700 (all) ] TJ 11.95980 TL T* [ (ne) 13.99710 (g) 5.00387 (ati) 24.98500 (v) 15.00180 (e) -385.00400 (samples) -385.99900 (in) -385.01300 (the) -385.98100 (source) -386.00800 (domain) -386.00300 (each) -386.01300 (time\056) -718.01800 (As) -385.98400 (in) ] TJ 11.95000 TL T* [ (\133) -0.22544 (38) 0.32346 (\054) -328.15500 (18) 0.28425 (\054) -328.11600 (23) -0.69593 (\135\054) -347.00400 (we) -328.00300 (also) -328.01000 (assume) -327.99100 (that) -328.01500 (the) -327.99100 (source) -329 (domain) -328.01500 (sam\055) ] TJ 11.96020 TL T* [ (ples) -251.00700 (come) -250.99000 (from) -250.99700 (multiple) -250.98200 (latent) -249.99700 (domains\054) -251.99700 (so) -250.99700 (the) -250.98700 (weight) -250.99200 (v) 13.98240 (ec\055) ] TJ -13.74020 -29.88980 Td (1) Tj ET Q Q Q q q 1 1 1 rg /a0 gs 48.40600 786.42200 515.18800 -52.69900 re f q /s5 gs /x6 Do Q q /s7 gs /x8 Do Q q /s9 gs /x10 Do Q q /s11 gs /x12 Do Q Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.40000 TL ET 1 1 1 rg n 270 47 72 14 re f* 0.50000 0.50000 0.50000 rg BT /F2 9 Tf 10.80000 TL ET BT 1 0 0 1 297 50 Tm (4193) Tj T* ET Q endstream endobj 14 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 15 0 R >> >> /Length 28 /Group << /Type /Group /S /Transparency /CS /DeviceRGB /I true >> /BBox [ 78 746 96 765 ] /Type /XObject /Subtype /Form >> stream x+O4PH/VЯ0Pp 0 endstream endobj 15 0 obj << /Filter /FlateDecode /Resources 16 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
endstream
endobj
16 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
17 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x15 18 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 67 752 84 775 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ04Up
0
endstream
endobj
18 0 obj
<<
/Filter /FlateDecode
/Resources 19 0 R
/Length 228
/Type /XObject
/BBox [ 67 752 84 775 ]
/Subtype /Form
>>
stream
xeQKn!s ?FPav6R٪TS.
b];15YyR
{7QL.\:Rv/x9l+L7h%1!}i/AI(kz"U&,YO![R hg{3}4/GyYF:!w}Gn+'xJcO9i뽼_-:`
endstream
endobj
19 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
20 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x24 21 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 133 751 479 772 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ02Qp
0
endstream
endobj
21 0 obj
<<
/Filter /FlateDecode
/Resources 22 0 R
/Length 53008
/Type /XObject
/BBox [ 133 751 479 772 ]
/Subtype /Form
>>
stream
xlK8,8?DKs9mavd
{f-8*2Y@H >חk}y}uf`v)_s}1z#*Gw_gX jow\o'1c|Z^G<
A̺X}ay?IT|y~L.[ {Ȟb\3-3]_'X\竵0{+_۾oY-wj+ B;)Aa=/
1~a(>}m_K' >*Q1:?OPnGsQ_`?mzN
?WBB!lU n'S 1Ipzχ1xF_09,}?e){:̹~Gu7g {0mD`pdS)>;ys`Pµx'O
+혝 oI~!p7̵&m=dC+>5ALV"I1"S*CKha#03L4|@p灟vMRQ==*/m"r>@uqo9ͻ;Vz 'ȳ;IBzWR~ihwa8PlT>]fZ8y52)r빃W{B7G/q)}M]elS(k=5^A] сڸc'w!Ll'M=Ȥ뎓z;#կN>\q6r>|8}}Lr$Mo5:>syls+Ǵ`C?/9{Y||jD u#i^\rJ8a|oY+Rxl<{[؏s迨nYaյ[?/^u;+ ,bhL}wrj:ɴdM8^q|m'aQ6;0k_ar|E8HɃpN('&r`V;Rs볩Nk\&W=DDG#5]~M{VyCSRH9ܜXˏt7߾i9ADگ
USڝ|{(hbIRZXg @6Hɹ0Dq;si\Tv<1?mUŏV7bF
p7Y9sƨ*.uz_LբřsB݃ɹ^'_Yae91f+n%A̶d
Ċc#q
CF=Mt'\&ξ)z;L-4:n}41j:mӶ_)\݇ |T@uAƓxAN6Ql;}Ɲ{~_y"g%]nCi']I~,xa?feoɌr0u?V=phldx.Y;~nZL603> \`ęܓ