BNET : Batch Normalization With Enhanced Linear Transformation

Batch normalization (BN) is a fundamental unit in modern deep neural networks. However, BN and its variants focus on normalization statistics but neglect the recovery step that uses linear transformation to improve the capacity of fitting complex data distributions. In this paper, we demonstrate tha...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 09. Juli, Seite 9225-9232
Auteur principal: Xu, Yuhui (Auteur)
Autres auteurs: Xie, Lingxi, Xie, Cihang, Dai, Wenrui, Mei, Jieru, Qiao, Siyuan, Shen, Wei, Xiong, Hongkai, Yuille, Alan
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article