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Enhancing fast adversarial training with momentum-driven initialization and max-norm regularization for robust deep learning models.

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Title: Enhancing fast adversarial training with momentum-driven initialization and max-norm regularization for robust deep learning models.
Authors: Iqbal, Anjum1, anjumiqbal@mail.dlut.edu.cn, Kong, Weiqiang1, wqkong@dlut.edu.cn, Iqbal, Yasir2, iqbalyasir_0167@tju.edu.cn, Khan, Umer Sadiq3, umersadiq@hbeu.edu.cn, Khan, Shah Fahad1, sfahad@mail.dlut.edu.cn, Hussain, Ijaz4, ijazmn93@tju.edu.cn
Source: Visual Computer; Oct2025, Vol. 41 Issue 13, p11389-11406, 18p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 188242565
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Enhancing fast adversarial training with momentum-driven initialization and max-norm regularization for robust deep learning models.
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  Data: <searchLink fieldCode="AU" term="%22Iqbal%2C+Anjum%22">Iqbal, Anjum</searchLink><relatesTo>1</relatesTo>, <i>anjumiqbal@mail.dlut.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Kong%2C+Weiqiang%22">Kong, Weiqiang</searchLink><relatesTo>1</relatesTo>, <i>wqkong@dlut.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Iqbal%2C+Yasir%22">Iqbal, Yasir</searchLink><relatesTo>2</relatesTo>, <i>iqbalyasir_0167@tju.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Khan%2C+Umer+Sadiq%22">Khan, Umer Sadiq</searchLink><relatesTo>3</relatesTo>, <i>umersadiq@hbeu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Khan%2C+Shah+Fahad%22">Khan, Shah Fahad</searchLink><relatesTo>1</relatesTo>, <i>sfahad@mail.dlut.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Hussain%2C+Ijaz%22">Hussain, Ijaz</searchLink><relatesTo>4</relatesTo>, <i>ijazmn93@tju.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Visual+Computer%22">Visual Computer</searchLink>; Oct2025, Vol. 41 Issue 13, p11389-11406, 18p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188242565
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1007/s00371-025-04113-2
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 18
        StartPage: 11389
    Titles:
      – TitleFull: Enhancing fast adversarial training with momentum-driven initialization and max-norm regularization for robust deep learning models.
        Type: main
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            NameFull: Iqbal, Anjum
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            NameFull: Kong, Weiqiang
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            NameFull: Iqbal, Yasir
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            NameFull: Khan, Umer Sadiq
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            NameFull: Khan, Shah Fahad
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            NameFull: Hussain, Ijaz
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          Dates:
            – D: 01
              M: 10
              Text: Oct2025
              Type: published
              Y: 2025
          Identifiers:
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              Value: 01782789
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              Value: 41
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              Value: 13
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            – TitleFull: Visual Computer
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