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Neural (Tangent Kernel) Collapse
v1v2 (latest)

Neural (Tangent Kernel) Collapse

Neural Information Processing Systems (NeurIPS), 2023
25 May 2023
Mariia Seleznova
Dana Weitzner
Raja Giryes
Gitta Kutyniok
H. Chou
ArXiv (abs)PDFHTML

Papers citing "Neural (Tangent Kernel) Collapse"

9 / 9 papers shown
Title
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
Jinlin Xiang
Minho Choi
Yubo Zhang
Zhihao Zhou
Arka Majumdar
Eli Shlizerman
140
1
0
11 Aug 2025
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
Peter Súkeník
Christoph H. Lampert
Marco Mondelli
235
3
0
21 May 2025
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural
  Collapse
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural CollapseInternational Conference on Learning Representations (ICLR), 2024
Arthur Jacot
Peter Súkeník
Zihan Wang
Marco Mondelli
276
9
0
07 Oct 2024
Linguistic Collapse: Neural Collapse in (Large) Language Models
Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu
Vardan Papyan
278
27
0
28 May 2024
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really
  Optimal?
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?
Peter Súkeník
Marco Mondelli
Christoph H. Lampert
AI4CE
199
13
0
23 May 2024
Average gradient outer product as a mechanism for deep neural collapse
Average gradient outer product as a mechanism for deep neural collapse
Daniel Beaglehole
Peter Súkeník
Marco Mondelli
Misha Belkin
AI4CE
340
18
0
21 Feb 2024
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss
  with Imbalanced Data
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced DataJournal of machine learning research (JMLR), 2023
Wanli Hong
Shuyang Ling
197
30
0
18 Sep 2023
An Adaptive Tangent Feature Perspective of Neural Networks
An Adaptive Tangent Feature Perspective of Neural Networks
Daniel LeJeune
Sina Alemohammad
331
1
0
29 Aug 2023
Engineering flexible machine learning systems by traversing
  functionally-invariant paths
Engineering flexible machine learning systems by traversing functionally-invariant paths
G. Raghavan
Bahey Tharwat
S. N. Hari
Dhruvil Satani
Matt Thomson
OODAI4CE
435
13
0
30 Apr 2022
1