%PDF-1.6
%
1 0 obj
<<
/Metadata 2 0 R
/Pages 3 0 R
/Type /Catalog
>>
endobj
4 0 obj
<<
/Author (Ziqi Wang; Marco Loog)
/CreationDate (D:20220726204320Z)
/IEEE#20Article#20ID (9880034)
/IEEE#20Issue#20ID (9878366)
/IEEE#20Publication#20ID (9878378)
/Keywords (Others; Adversarial attack and defense; Transfer/low-shot/long-tail learning)
/Meeting#20Ending#20Date (24 June 2022)
/Meeting#20Starting#20Date (18 June 2022)
/ModDate (D:20221212221044+01'00')
/Producer <4F70656E50444620312E302E302D534E415053484F543B206D6F646966696564207573696E67206954657874AE20372E312E313620A9323030302D323032312069546578742047726F7570204E5620284147504C2D76657273696F6E29>
/Subject (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition \(CVPR\);2022; ; ;10.1109/CVPR52688.2022.01297)
/Title (Enhancing Classifier Conservativeness and Robustness by Polynomiality)
>>
endobj
2 0 obj
<<
/Length 5829
/Subtype /XML
/Type /Metadata
>>
stream
application/pdf
IEEE
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2022; ; ;10.1109/CVPR52688.2022.01297
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2022; ; ;10.1109/CVPR52688.2022.01297
Enhancing Classifier Conservativeness and Robustness by Polynomiality
Enhancing Classifier Conservativeness and Robustness by Polynomiality
Others; Adversarial attack and defense; Transfer/low-shot/long-tail learning
Others
Adversarial attack and defense
Transfer/low-shot/long-tail learning
Ziqi Wang; Marco Loog
Marco Loog
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
13317
June 2022
10.1109/CVPR52688.2022.01297
13326
VoR
2022-07-26T20:43:20Z
2022-12-12T22:10:44+01:00
2022-12-12T22:10:44+01:00
Others; Adversarial attack and defense; Transfer/low-shot/long-tail learning
OpenPDF 1.0.0-SNAPSHOT; modified using iText® 7.1.16 ©2000-2021 iText Group NV (AGPL-version)
9880034
9878366
9878378
24 June 2022
18 June 2022
uuid:9ac73f62-3ae5-49f5-a9d4-c8400441d8e2
uuid:f1c6ff62-8335-46df-9ec8-c64f216253ba
endstream
endobj
3 0 obj
<<
/Count 12
/ITXT (2.1.7)
/Kids [5 0 R 6 0 R]
/Type /Pages
>>
endobj
5 0 obj
<<
/Count 7
/ITXT (2.1.7)
/Kids [7 0 R 8 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R]
/Parent 3 0 R
/Type /Pages
>>
endobj
6 0 obj
<<
/Count 5
/ITXT (2.1.7)
/Kids [14 0 R 15 0 R 16 0 R 17 0 R 18 0 R]
/Parent 3 0 R
/Type /Pages
>>
endobj
7 0 obj
<<
/Contents 19 0 R
/Type /Page
/Resources <<
/Font <<
/F1 20 0 R
>>
/XObject <<
/Xf1 21 0 R
>>
>>
/Annots [22 0 R 23 0 R]
/Parent 5 0 R
/MediaBox [0 0 595 842]
>>
endobj
8 0 obj
<<
/Contents 24 0 R
/CropBox [0 0 595 842]
/MediaBox [0 0 595 842]
/Parent 5 0 R
/Resources 25 0 R
/Rotate 0
/Type /Page
>>
endobj
9 0 obj
<<
/Contents [26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 38 0 R
/GS2 39 0 R
>>
/Font <<
/C0_0 40 0 R
/C2_0 41 0 R
/F1 42 0 R
/T1_0 43 0 R
/T1_1 44 0 R
/T1_2 45 0 R
/T1_3 46 0 R
/T1_4 47 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 48 0 R
/Type /Page
>>
endobj
10 0 obj
<<
/Contents [49 0 R 50 0 R 51 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 43 0 R
/T1_1 44 0 R
/T1_10 53 0 R
/T1_11 54 0 R
/T1_2 55 0 R
/T1_3 56 0 R
/T1_4 57 0 R
/T1_5 58 0 R
/T1_6 59 0 R
/T1_7 60 0 R
/T1_8 61 0 R
/T1_9 62 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 63 0 R
/Type /Page
>>
endobj
11 0 obj
<<
/Contents [64 0 R 65 0 R 66 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 58 0 R
/T1_10 54 0 R
/T1_11 60 0 R
/T1_12 43 0 R
/T1_13 56 0 R
/T1_14 53 0 R
/T1_15 67 0 R
/T1_2 68 0 R
/T1_3 69 0 R
/T1_4 70 0 R
/T1_5 71 0 R
/T1_6 55 0 R
/T1_7 59 0 R
/T1_8 57 0 R
/T1_9 61 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 72 0 R
/Type /Page
>>
endobj
12 0 obj
<<
/Contents [73 0 R 74 0 R 75 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 43 0 R
/T1_1 44 0 R
/T1_10 60 0 R
/T1_11 53 0 R
/T1_12 67 0 R
/T1_13 54 0 R
/T1_2 55 0 R
/T1_3 58 0 R
/T1_4 59 0 R
/T1_5 61 0 R
/T1_6 76 0 R
/T1_7 57 0 R
/T1_8 56 0 R
/T1_9 47 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 77 0 R
/Type /Page
>>
endobj
13 0 obj
<<
/Contents [78 0 R 79 0 R 80 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Indexed /DeviceCMYK 42 81 0 R]
/CS1 [/Separation /Black /DeviceCMYK 36 0 R]
/CS10 [/Indexed /DeviceCMYK 42 82 0 R]
/CS11 [/Indexed /DeviceCMYK 32 83 0 R]
/CS12 [/Indexed /DeviceCMYK 30 84 0 R]
/CS13 [/Indexed /DeviceCMYK 52 85 0 R]
/CS14 [/Indexed /DeviceCMYK 61 86 0 R]
/CS15 [/Indexed /DeviceCMYK 54 87 0 R]
/CS16 [/Indexed /DeviceCMYK 39 88 0 R]
/CS17 [/Indexed /DeviceCMYK 115 89 0 R]
/CS18 [/Indexed /DeviceCMYK 25 90 0 R]
/CS19 [/Indexed /DeviceCMYK 57 91 0 R]
/CS2 [/Indexed /DeviceCMYK 38 92 0 R]
/CS20 [/Indexed /DeviceCMYK 58 93 0 R]
/CS21 [/Indexed /DeviceCMYK 33 94 0 R]
/CS22 [/Indexed /DeviceCMYK 33 95 0 R]
/CS23 [/Indexed /DeviceCMYK 97 96 0 R]
/CS24 [/Indexed /DeviceCMYK 29 97 0 R]
/CS3 [/Indexed /DeviceCMYK 36 98 0 R]
/CS4 [/Indexed /DeviceCMYK 33 99 0 R]
/CS5 [/Indexed /DeviceCMYK 32 100 0 R]
/CS6 [/Indexed /DeviceCMYK 30 101 0 R]
/CS7 [/Indexed /DeviceCMYK 40 102 0 R]
/CS8 [/Indexed /DeviceCMYK 42 103 0 R]
/CS9 [/Indexed /DeviceCMYK 43 104 0 R]
>>
/ExtGState <<
/GS0 105 0 R
/GS1 37 0 R
/GS2 52 0 R
/GS3 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 68 0 R
/T1_2 43 0 R
/T1_3 55 0 R
/T1_4 58 0 R
/T1_5 67 0 R
/T1_6 59 0 R
/T1_7 54 0 R
/T1_8 57 0 R
/T1_9 61 0 R
>>
/ProcSet [/PDF /Text /ImageC /ImageI]
/XObject <<
/Im0 106 0 R
/Im1 107 0 R
/Im10 108 0 R
/Im11 109 0 R
/Im12 110 0 R
/Im13 111 0 R
/Im14 112 0 R
/Im15 113 0 R
/Im16 114 0 R
/Im17 115 0 R
/Im18 116 0 R
/Im19 117 0 R
/Im2 118 0 R
/Im20 119 0 R
/Im21 120 0 R
/Im22 121 0 R
/Im23 122 0 R
/Im3 123 0 R
/Im4 124 0 R
/Im5 125 0 R
/Im6 126 0 R
/Im7 127 0 R
/Im8 128 0 R
/Im9 129 0 R
>>
>>
/Rotate 0
/Thumb 130 0 R
/Type /Page
>>
endobj
14 0 obj
<<
/Contents [131 0 R 132 0 R 133 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 68 0 R
/T1_2 43 0 R
/T1_3 59 0 R
/T1_4 57 0 R
/T1_5 55 0 R
/T1_6 58 0 R
/T1_7 69 0 R
>>
/ProcSet [/PDF /Text]
/Shading <<
/Sh0 134 0 R
>>
>>
/Rotate 0
/Thumb 135 0 R
/Type /Page
>>
endobj
15 0 obj
<<
/Contents [136 0 R 137 0 R 138 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 68 0 R
/T1_10 60 0 R
/T1_11 57 0 R
/T1_2 55 0 R
/T1_3 59 0 R
/T1_4 43 0 R
/T1_5 58 0 R
/T1_6 69 0 R
/T1_7 56 0 R
/T1_8 61 0 R
/T1_9 54 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 139 0 R
/Type /Page
>>
endobj
16 0 obj
<<
/Contents [140 0 R 141 0 R 142 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 52 0 R
/GS2 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 43 0 R
/T1_10 68 0 R
/T1_2 55 0 R
/T1_3 58 0 R
/T1_4 56 0 R
/T1_5 60 0 R
/T1_6 61 0 R
/T1_7 57 0 R
/T1_8 59 0 R
/T1_9 67 0 R
>>
/ProcSet [/PDF /Text]
/Shading <<
/Sh0 143 0 R
>>
>>
/Rotate 0
/Thumb 144 0 R
/Type /Page
>>
endobj
17 0 obj
<<
/Contents [145 0 R 146 0 R 147 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 43 0 R
/T1_1 44 0 R
/T1_2 47 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 148 0 R
/Type /Page
>>
endobj
18 0 obj
<<
/Contents [149 0 R 150 0 R 151 0 R]
/CropBox [0 0 612 792]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources <<
/ColorSpace <<
/CS0 [/Separation /Black /DeviceCMYK 36 0 R]
>>
/ExtGState <<
/GS0 37 0 R
/GS1 38 0 R
>>
/Font <<
/C0_0 40 0 R
/F1 42 0 R
/T1_0 44 0 R
/T1_1 47 0 R
>>
/ProcSet [/PDF /Text]
>>
/Rotate 0
/Thumb 152 0 R
/Type /Page
>>
endobj
19 0 obj
<<
/Length 1302
/Filter /FlateDecode
>>
stream
xXnF;yʏM M [KzY-Rʎv)@8(gMtQ4
}{fƃ>}w4CEñg/~.WXb\U'#k/>5.{.4v`p(5VTW%jn1T+2`:Ų"L")^H.~qaN>v)
LT ^$0e0+kK|+>b=3'D֢!;5j_G3&%txb!:b)wJ5ah] KJͼ%MssD_S jNՉj.?c$uwL}~ 3N wCQ>20e[(<kdwASaN^ӛAEVQގlM)vkcᰤmDUR$RAH#WbfLRfȣGs$DQZ&!qI&-ߤF߂'״Vz{,{Y~LJBBV6>Qq-/`z_* \Σ/èuSXҕ TIgZb?&F,2גi4YItiQ]&،U\~Ƶ-#R$wzfa!fIiJ̶ogo,8`vAA6A"Zo~L}Z? -'c`pp2?&әzȍQu5隥LuRԍ02AJUĵE.|')}fgc8k@W"!iA㺵xvDLkn797[Qv
+fZʌ bdϑIҖv oRc:U3DE#^ސ'dRMFce&|fg"/H'N;x~yM,sn1ol}P7`=d8Xwso864[恄0Ov%{R4ޏPDyEz통Vh:5=WLM5i/Nu/sD
endstream
endobj
20 0 obj
<<
/Subtype /Type0
/Type /Font
/BaseFont /ZMIVDW+ArialUnicodeMS
/Encoding /Identity-H
/DescendantFonts [153 0 R]
/ToUnicode 154 0 R
>>
endobj
21 0 obj
<<
/Length 1732
/Subtype /Form
/Filter /FlateDecode
/Type /XObject
/Matrix [1 0 0 1 0 0]
/FormType 1
/Resources <<
/ColorSpace <<
/Cs1 [/ICCBased 155 0 R]
>>
/ProcSet [/PDF /Text]
/ExtGState <<
/Gs1 156 0 R
/Gs2 157 0 R
>>
/Font <<
/TT2 158 0 R
>>
>>
/BBox [0 0 595 842]
>>
stream
xˎ^5)6om uxQd_+e6T[5|
_C.F=|KG=,u)nz5|xzsx~wiVb=?=qz8zȣINC}@>ȟfLmgR(ߊtkM9ڣu=^/l)GK I