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Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural
  Representations

Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations

29 June 2023
Yongyi Yang
Jacob Steinhardt
Wei Hu
ArXivPDFHTML

Papers citing "Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations"

3 / 3 papers shown
Title
Linear Projections of Teacher Embeddings for Few-Class Distillation
Linear Projections of Teacher Embeddings for Few-Class Distillation
Noel Loo
Fotis Iliopoulos
Wei Hu
Erik Vee
25
0
0
30 Sep 2024
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
127
83
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
124
165
0
29 Jan 2021
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