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Supervised Contrastive Representation Learning: Landscape Analysis with
  Unconstrained Features

Supervised Contrastive Representation Learning: Landscape Analysis with Unconstrained Features

29 February 2024
Tina Behnia
Christos Thrampoulidis
    SSL
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Papers citing "Supervised Contrastive Representation Learning: Landscape Analysis with Unconstrained Features"

2 / 2 papers shown
Title
An Unconstrained Layer-Peeled Perspective on Neural Collapse
An Unconstrained Layer-Peeled Perspective on Neural Collapse
Wenlong Ji
Yiping Lu
Yiliang Zhang
Zhun Deng
Weijie J. Su
122
65
0
06 Oct 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse
  in Imbalanced Training
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training
Cong Fang
Hangfeng He
Qi Long
Weijie J. Su
FAtt
114
162
0
29 Jan 2021
1