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Attention-guided few-shot learning for metal surface defect classification.

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Title: Attention-guided few-shot learning for metal surface defect classification.
Authors: Liu, Xiaoyu1, 1901211572@pku.edu.cn, Zhang, Yue2, yzha1097@student.monash.edu, Wang, Qin3, wwqwtf20@outlook.com, Li, Zhenglin4, zhenglin_li@tamu.edu, Ke Xu, Cor5, z5621002@ad.unsw.edu.au
Source: Multimedia Systems; Dec2025, Vol. 31 Issue 6, p1-16, 16p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 188771472
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Attention-guided few-shot learning for metal surface defect classification.
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  Data: <searchLink fieldCode="AU" term="%22Liu%2C+Xiaoyu%22">Liu, Xiaoyu</searchLink><relatesTo>1</relatesTo>, <i>1901211572@pku.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Yue%22">Zhang, Yue</searchLink><relatesTo>2</relatesTo>, <i>yzha1097@student.monash.edu</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Qin%22">Wang, Qin</searchLink><relatesTo>3</relatesTo>, <i>wwqwtf20@outlook.com</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Zhenglin%22">Li, Zhenglin</searchLink><relatesTo>4</relatesTo>, <i>zhenglin_li@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Ke+Xu%2C+Cor%22">Ke Xu, Cor</searchLink><relatesTo>5</relatesTo>, <i>z5621002@ad.unsw.edu.au</i>
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  Data: <searchLink fieldCode="JN" term="%22Multimedia+Systems%22">Multimedia Systems</searchLink>; Dec2025, Vol. 31 Issue 6, p1-16, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188771472
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      – Type: doi
        Value: 10.1007/s00530-025-02030-x
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      – Code: eng
        Text: English
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        PageCount: 16
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      – TitleFull: Attention-guided few-shot learning for metal surface defect classification.
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            NameFull: Liu, Xiaoyu
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            NameFull: Zhang, Yue
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            NameFull: Wang, Qin
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            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 31
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