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Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers

Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers

21 May 2025
Peter Súkeník
Christoph H. Lampert
Marco Mondelli
ArXiv (abs)PDFHTML

Papers citing "Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers"

3 / 53 papers shown
Title
Intrinsic dimension of data representations in deep neural networks
Intrinsic dimension of data representations in deep neural networks
A. Ansuini
Alessandro Laio
Jakob H. Macke
D. Zoccolan
AI4CE
81
279
0
29 May 2019
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
730
132,363
0
12 Jun 2017
Deep Residual Learning for Image Recognition
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
2.2K
194,426
0
10 Dec 2015
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