%PDF-1.6
%
1 0 obj
<< /CP2 3 0 R /FICL:Enfocus 4 0 R /Metadata 5 0 R /Names << /Dests 6 0 R >> /Pages 7 0 R /Type /Catalog >>
endobj
2 0 obj
<< /Author (Zhenyi Wang; Tiehang Duan; Le Fang; Qiuling Suo; Mingchen Gao) /Producer (pikepdf 3.1.0) /Subject (IEEE International Conference on Computer Vision) /Title (Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness) >>
endobj
3 0 obj
<< /PrivateData 8 0 R /PrivateDataFilter 9 0 R >>
endobj
4 0 obj
<< /CertifiedWF 10 0 R >>
endobj
5 0 obj
<< /Subtype /XML /Type /Metadata /Length 1200 >>
stream
Meta Learning on a Sequence of Imbalanced Domains With Difficulty AwarenessZhenyi Wang Tiehang Duan Le Fang Qiuling Suo Mingchen GaoIEEE International Conference on Computer Vision
endstream
endobj
6 0 obj
<< /Kids [ 11 0 R 12 0 R 13 0 R ] >>
endobj
7 0 obj
<< /Count 11 /Kids [ 14 0 R 15 0 R 16 0 R 17 0 R 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R ] /Type /Pages >>
endobj
8 0 obj
<< /27797 25 0 R /27800 26 0 R >>
endobj
9 0 obj
[ /FlateDecode ]
endobj
10 0 obj
<< /FileMapping 27 0 R /Sessions 28 0 R /Stamp [ 27 235 234 1 89 242 149 176 75 67 55 190 0 27 37 97 203 91 170 68 ] /Version 1 >>
endobj
11 0 obj
<< /Limits [ (ALC@unique.1) (cite.antoniou2020defining) ] /Names [ (ALC@unique.1) [ 17 0 R /XYZ 286.323 392.949 null ] (ALC@unique.10) [ 17 0 R /XYZ 102.578 285.379 null ] (ALC@unique.11) [ 18 0 R /XYZ 106.297 351.311 null ] (ALC@unique.12) [ 18 0 R /XYZ 160.55 340.353 null ] (ALC@unique.13) [ 18 0 R /XYZ 195.961 318.435 null ] (ALC@unique.14) [ 18 0 R /XYZ 273.38 307.476 null ] (ALC@unique.15) [ 18 0 R /XYZ 50.112 285.433 null ] (ALC@unique.16) [ 18 0 R /XYZ 134.365 285.558 null ] (ALC@unique.17) [ 18 0 R /XYZ 50.112 261.399 null ] (ALC@unique.18) [ 18 0 R /XYZ 87.026 263.64 null ] (ALC@unique.19) [ 18 0 R /XYZ 50.112 239.781 null ] (ALC@unique.2) [ 17 0 R /XYZ 172.273 381.99 null ] (ALC@unique.20) [ 18 0 R /XYZ 50.112 228.762 null ] (ALC@unique.21) [ 18 0 R /XYZ 50.112 219.679 null ] (ALC@unique.22) [ 18 0 R /XYZ 50.112 206.905 null ] (ALC@unique.23) [ 18 0 R /XYZ 253.994 197.887 null ] (ALC@unique.24) [ 18 0 R /XYZ 255.294 186.928 null ] (ALC@unique.25) [ 18 0 R /XYZ 50.112 163.009 null ] (ALC@unique.26) [ 18 0 R /XYZ 50.112 153.926 null ] (ALC@unique.27) [ 18 0 R /XYZ 50.112 142.967 null ] (ALC@unique.28) [ 18 0 R /XYZ 194.202 143.092 null ] (ALC@unique.29) [ 19 0 R /XYZ 472.166 539.056 null ] (ALC@unique.3) [ 17 0 R /XYZ 210.17 371.031 null ] (ALC@unique.30) [ 19 0 R /XYZ 308.862 517.013 null ] (ALC@unique.31) [ 19 0 R /XYZ 308.862 504.021 null ] (ALC@unique.32) [ 19 0 R /XYZ 308.862 482.103 null ] (ALC@unique.33) [ 19 0 R /XYZ 361.486 484.262 null ] (ALC@unique.34) [ 19 0 R /XYZ 399.131 462.344 null ] (ALC@unique.35) [ 19 0 R /XYZ 372.255 440.426 null ] (ALC@unique.36) [ 19 0 R /XYZ 467.325 429.467 null ] (ALC@unique.37) [ 19 0 R /XYZ 308.862 405.308 null ] (ALC@unique.4) [ 17 0 R /XYZ 178.513 360.072 null ] (ALC@unique.5) [ 17 0 R /XYZ 185.072 347.768 null ] (ALC@unique.6) [ 17 0 R /XYZ 134.142 331.308 null ] (ALC@unique.7) [ 17 0 R /XYZ 50.112 305.553 null ] (ALC@unique.8) [ 17 0 R /XYZ 50.112 295.074 null ] (ALC@unique.9) [ 17 0 R /XYZ 87.026 296.338 null ] (Doc-Start) [ 14 0 R /XYZ 50.112 549.538 null ] (algorithm.1) [ 17 0 R /XYZ 50.112 424.808 null ] (algorithm.2) [ 18 0 R /XYZ 50.112 393.409 null ] (algorithm.3) [ 19 0 R /XYZ 308.862 569.199 null ] (cite.AGEM19) [ 22 0 R /XYZ 308.862 720 null ] (cite.Caccia2020) [ 22 0 R /XYZ 50.112 203.871 null ] (cite.ERRing19) [ 22 0 R /XYZ 308.862 676.305 null ] (cite.EWC16) [ 23 0 R /XYZ 50.112 576.173 null ] (cite.Edwards2017TowardsAN) [ 22 0 R /XYZ 308.862 487.64 null ] (cite.IL2MCV) [ 22 0 R /XYZ 50.112 246.62 null ] (cite.JMLRgretton12a) [ 22 0 R /XYZ 308.862 260.6 null ] (cite.Lee2020Learning) [ 23 0 R /XYZ 50.112 453.501 null ] (cite.NEURIPS2019_1dba5eed) [ 22 0 R /XYZ 50.112 357.513 null ] (cite.Omniglot2011) [ 23 0 R /XYZ 50.112 498.307 null ] (cite.PMAML2018) [ 22 0 R /XYZ 308.862 384.216 null ] (cite.Ravi2017) [ 23 0 R /XYZ 308.862 720 null ] (cite.SNAILICLR18) [ 23 0 R /XYZ 50.112 238.539 null ] (cite.Wang2020Bayesian) [ 24 0 R /XYZ 50.112 676.305 null ] (cite.WelinderEtal2010) [ 24 0 R /XYZ 50.112 632.061 null ] (cite.Zhang_2019_ICCV) [ 24 0 R /XYZ 50.112 507.937 null ] (cite.alain2016variance) [ 22 0 R /XYZ 50.112 704.59 null ] (cite.aljundi2018memory) [ 22 0 R /XYZ 50.112 658.373 null ] (cite.aljundi2019gradient) [ 22 0 R /XYZ 50.112 526.429 null ] (cite.aljundi2019online) [ 22 0 R /XYZ 50.112 613.84 null ] (cite.aljundi2019taskfree) [ 22 0 R /XYZ 50.112 569.307 null ] (cite.antoniou2018train) [ 22 0 R /XYZ 50.112 424.75 null ] (cite.antoniou2020defining) [ 22 0 R /XYZ 50.112 391.177 null ] ] >>
endobj
12 0 obj
<< /Limits [ (cite.bae2020selfdriving) (page.3) ] /Names [ (cite.bae2020selfdriving) [ 22 0 R /XYZ 50.112 302.111 null ] (cite.chen2019closerfewshot) [ 22 0 R /XYZ 308.862 622.34 null ] (cite.ebrahimi2020adversarial) [ 22 0 R /XYZ 308.862 532.498 null ] (cite.finn17a) [ 22 0 R /XYZ 308.862 453.74 null ] (cite.finn2019online) [ 22 0 R /XYZ 308.862 418.115 null ] (cite.gidaris2018dynamic) [ 22 0 R /XYZ 308.862 350.317 null ] (cite.harrison2020continuous) [ 22 0 R /XYZ 308.862 217.468 null ] (cite.imbalance2020) [ 22 0 R /XYZ 308.862 577.284 null ] (cite.incrementNLP) [ 22 0 R /XYZ 50.112 135.636 null ] (cite.jerfel2018reconciling) [ 22 0 R /XYZ 308.862 181.843 null ] (cite.khodak2019provable) [ 23 0 R /XYZ 50.112 664.251 null ] (cite.kim2020imbalanced) [ 23 0 R /XYZ 50.112 619.32 null ] (cite.learn2learn2016) [ 22 0 R /XYZ 50.112 480.829 null ] (cite.lee2019meta) [ 23 0 R /XYZ 50.112 395.759 null ] (cite.li2018scan) [ 23 0 R /XYZ 50.112 350.828 null ] (cite.lopezpaz2017gradient) [ 23 0 R /XYZ 50.112 316.855 null ] (cite.maji2013finegrained) [ 23 0 R /XYZ 50.112 282.883 null ] (cite.matching16) [ 23 0 R /XYZ 308.862 192.931 null ] (cite.metanet) [ 23 0 R /XYZ 308.862 496.58 null ] (cite.munkhdalai2017meta) [ 23 0 R /XYZ 50.112 203.98 null ] (cite.newCP) [ 23 0 R /XYZ 50.112 698.223 null ] (cite.nguyen2017variational) [ 23 0 R /XYZ 50.112 170.007 null ] (cite.pmlr-v48-santoro16) [ 23 0 R /XYZ 308.862 542.099 null ] (cite.pmlr-v80-katharopoulos18a) [ 22 0 R /XYZ 308.862 103.672 null ] (cite.pmlr-v97-qian19b) [ 22 0 R /XYZ 308.862 305.687 null ] (cite.protonet17) [ 23 0 R /XYZ 308.862 419.528 null ] (cite.quickdraw) [ 22 0 R /XYZ 308.862 136.984 null ] (cite.raghu2020rapid) [ 23 0 R /XYZ 50.112 126.86 null ] (cite.ravichandran2020fewshot) [ 23 0 R /XYZ 308.862 687.264 null ] (cite.ren2018incremental) [ 23 0 R /XYZ 308.862 642.333 null ] (cite.reservoir1985) [ 23 0 R /XYZ 308.862 148.089 null ] (cite.riemer2018learning) [ 23 0 R /XYZ 308.862 597.402 null ] (cite.theoremkernel) [ 23 0 R /XYZ 308.862 464.262 null ] (cite.tokmakov2018learning) [ 23 0 R /XYZ 308.862 383.705 null ] (cite.triantafillou2019metadataset) [ 23 0 R /XYZ 308.862 339.002 null ] (cite.tseng2020crossdomain) [ 23 0 R /XYZ 308.862 271.924 null ] (cite.vaart_1998) [ 23 0 R /XYZ 308.862 226.993 null ] (cite.vuorio2019multimodal) [ 23 0 R /XYZ 308.862 125.076 null ] (cite.wang2019logo2k) [ 24 0 R /XYZ 50.112 720 null ] (cite.yoon2018lifelong) [ 24 0 R /XYZ 50.112 599.452 null ] (cite.yoon2020xtarnet) [ 24 0 R /XYZ 50.112 553.356 null ] (equation.3.1) [ 16 0 R /XYZ 308.862 313.49 null ] (equation.3.10) [ 19 0 R /XYZ 108.332 637.358 null ] (equation.3.11) [ 19 0 R /XYZ 50.112 542.77 null ] (equation.3.12) [ 19 0 R /XYZ 64.269 424.151 null ] (equation.3.13) [ 19 0 R /XYZ 142.136 330.451 null ] (equation.3.14) [ 19 0 R /XYZ 50.112 114.73 null ] (equation.3.2) [ 16 0 R /XYZ 308.862 248.42 null ] (equation.3.3) [ 16 0 R /XYZ 308.862 172.607 null ] (equation.3.4) [ 17 0 R /XYZ 50.112 165.246 null ] (equation.3.5) [ 18 0 R /XYZ 50.112 660.722 null ] (equation.3.6) [ 18 0 R /XYZ 50.112 506.366 null ] (equation.3.7) [ 18 0 R /XYZ 50.112 461.841 null ] (equation.3.8) [ 18 0 R /XYZ 308.862 650.147 null ] (equation.3.9) [ 18 0 R /XYZ 380.253 607.482 null ] (figure.caption.1) [ 14 0 R /XYZ 308.862 555.516 null ] (figure.caption.2) [ 16 0 R /XYZ 50.112 725.978 null ] (figure.caption.4) [ 17 0 R /XYZ 308.862 397.2 null ] (figure.caption.5) [ 18 0 R /XYZ 308.862 322.74 null ] (page.1) [ 14 0 R /XYZ 49.112 721 null ] (page.10) [ 23 0 R /XYZ 49.112 721 null ] (page.11) [ 24 0 R /XYZ 49.112 721 null ] (page.2) [ 15 0 R /XYZ 49.112 721 null ] (page.3) [ 16 0 R /XYZ 49.112 721 null ] ] >>
endobj
13 0 obj
<< /Limits [ (page.4) (theorem.3.2) ] /Names [ (page.4) [ 17 0 R /XYZ 49.112 721 null ] (page.5) [ 18 0 R /XYZ 49.112 721 null ] (page.6) [ 19 0 R /XYZ 49.112 721 null ] (page.7) [ 20 0 R /XYZ 49.112 721 null ] (page.8) [ 21 0 R /XYZ 49.112 721 null ] (page.9) [ 22 0 R /XYZ 49.112 721 null ] (section*.13) [ 22 0 R /XYZ 50.112 723.985 null ] (section*.3) [ 16 0 R /XYZ 50.112 140.776 null ] (section*.6) [ 19 0 R /XYZ 308.862 359.086 null ] (section*.7) [ 19 0 R /XYZ 308.862 116.866 null ] (section*.8) [ 20 0 R /XYZ 50.112 540.739 null ] (section.1) [ 14 0 R /XYZ 50.112 247.03 null ] (section.2) [ 15 0 R /XYZ 308.862 720 null ] (section.3) [ 15 0 R /XYZ 308.862 380.711 null ] (section.4) [ 19 0 R /XYZ 308.862 380.142 null ] (section.5) [ 20 0 R /XYZ 50.112 350.823 null ] (section.6) [ 21 0 R /XYZ 308.862 231.272 null ] (subsection.3.1) [ 15 0 R /XYZ 308.862 359.514 null ] (subsection.3.2) [ 16 0 R /XYZ 50.112 271.895 null ] (subsection.3.3) [ 17 0 R /XYZ 308.862 591.037 null ] (subsection.3.4) [ 18 0 R /XYZ 308.862 536.769 null ] (subsection.5.1) [ 20 0 R /XYZ 308.862 280.719 null ] (subsection.5.2) [ 20 0 R /XYZ 308.862 157.228 null ] (subsection.5.3) [ 21 0 R /XYZ 50.112 121.588 null ] (subsection.5.4) [ 21 0 R /XYZ 308.862 677.396 null ] (subsection.5.5) [ 21 0 R /XYZ 308.862 605.068 null ] (subsection.5.6) [ 21 0 R /XYZ 308.862 508.83 null ] (table.caption.10) [ 21 0 R /XYZ 50.112 553.663 null ] (table.caption.11) [ 21 0 R /XYZ 50.112 381.348 null ] (table.caption.12) [ 21 0 R /XYZ 50.112 258.442 null ] (table.caption.9) [ 21 0 R /XYZ 50.112 725.978 null ] (theorem.3.1) [ 17 0 R /XYZ 50.112 246.647 null ] (theorem.3.2) [ 19 0 R /XYZ 50.112 658.802 null ] ] >>
endobj
14 0 obj
<< /Contents [ 29 0 R 30 0 R 31 0 R ] /Group 82 0 R /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 42 0 R /Type /Page >>
endobj
15 0 obj
<< /Contents [ 133 0 R 134 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 84 0 R /Type /Page >>
endobj
16 0 obj
<< /Contents [ 135 0 R 136 0 R ] /Group 82 0 R /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 124 0 R /Type /Page >>
endobj
17 0 obj
<< /Contents [ 137 0 R 138 0 R ] /Group 82 0 R /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 73 0 R /Type /Page >>
endobj
18 0 obj
<< /Contents [ 139 0 R 140 0 R ] /Group 82 0 R /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 35 0 R /Type /Page >>
endobj
19 0 obj
<< /Contents [ 141 0 R 142 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 48 0 R /Type /Page >>
endobj
20 0 obj
<< /Contents [ 143 0 R 144 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 117 0 R /Type /Page >>
endobj
21 0 obj
<< /Contents [ 145 0 R 146 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 69 0 R /Type /Page >>
endobj
22 0 obj
<< /Contents [ 147 0 R 148 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 81 0 R /Type /Page >>
endobj
23 0 obj
<< /Contents [ 149 0 R 150 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 123 0 R /Type /Page >>
endobj
24 0 obj
<< /Contents [ 151 0 R 152 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 7 0 R /Resources 59 0 R /Type /Page >>
endobj
25 0 obj
<< /Filter /FlateDecode /Length 1503 >>
stream
xWEV̤ػT\$E(DLݐcf.ɡ@ @ @ @ xջ{!TuW{^&y??Ͽ= % @
M*t_,+D]O-Z[kqֳB*/`Vݫs4}Ue/`p4ݗDL{Ce#n<n+uQuA|3E ~#Y8ݖg
"iY:ܩ0vɉ78xݚF!
AN>Q>w'5-tVlwd
Cԭ yv3,g}gƤAnѰC/|h!)1!POm*;~t&;C,BSf:&u-fLՁv]ֆ YL:b$~iVg}
+Z25~8 J8l}nI*HgQ
>q05֑,ؒ5UuXw[FX#:pJ1LP:#54Oڪ&("ֲ}E^JLPQP_u;M7HT.OT7(cam̯c|UyTŏKksU6_d%zUHE0#\ňO;%]z"+Oe!JYYeq9ArΟ* [,e`Ar(&h݉AD a 6,Sdј>ڂ{)D7>,$:rYnY(6:DCj`#8$aLP:غ'^Z6eJ2R$ݫ|l5DzPz<'4U V9aj߄zZ1e]azV?|4Gr.Ή#/B=t+YÌ;vV
ʘelwJW芯g/&
?
x]5zܷ~yֆ*^j'aM&TOL*, e
k*K$+4MaF3¡!Myv9]Z̯-4)fjW 8+z'E}歶WGrnAwH>ƻJ`(,;!@FC@&@ƃ^@A~
d@Fp2",YUH0CEb?48'?MTh]S*U*q Nhh@ ކ
u7ϫ.3,*>!Fwnz4-ձNya @!C={!T`q%qD*<ǔ.WRDb_vҐ4 - Mi
endstream
endobj
26 0 obj
<< /Filter /FlateDecode /Length 13604 >>
stream
x} Ucx%KːJ]*t̽=}yڽ 6n<9O[זjlwrPZ XҜQi:2+2d
scʬʪPд၌Pniy^E anf!L U kcǴPIvE#]u:<*|ܹt, 㶶ddЦ6B)/<9zB^]q`6Iy;bQ &*/js["ADS +4AgfX(Pgm6b4ItA,dD X2hiIafDV{!ZA:Ԣ
J}
h\3y}ԶR1B[Ad@0yP^pãgg8]Tb QcΥuy5a`ÄUZmz̙bY{uu> GVNDA!H.\" H ɬ 4֚(n5r2ajg% _ `/PҶ\ :9 R O3b`8*(}@.( }-&<1s&TjE,6fƦ+:oxa%#8-}aa.%Uٕ%JF???rHEevIeÓ"/Q:
@Q./),)*_zqRr:]
z)XSNY䛕Ƕ(_ئOf،<)_1YvۢǾ6WqK
OiR>gǾgdqgy}^y~gt踱}Y:-i:[>^߷,l=Snwg91oˣ+o{J5ײWg5Ϭ}/}- Fn.n=;?+^*JZY^?@@"@tj5;LX\TDK~"2[Ve9c8@\5y\h&|66pXgW^]JC6Kh\OJ|3'YaDQީHPQiA<$O m}J
Bygf!Hn^X^Q <9[mѐ+HA9\Q߱M>Ov۷WgwL\H{$vzv]
D1'2zQ{pvҢTr2%+&74=z_`9.|K?βn{) pE~=ëomr\puWM6,?jw^b}9}<蝹]8*˰:Y#~uۢo'֝sViiۻ]u/wǷ<+ϲ֓[yX`V>m{ҷ[zfeCEUίv7o