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On the Implicit Bias Towards Minimal Depth of Deep Neural Networks
v1v2v3v4v5v6v7v8v9 (latest)

On the Implicit Bias Towards Minimal Depth of Deep Neural Networks

18 February 2022
Tomer Galanti
Liane Galanti
Ido Ben-Shaul
ArXiv (abs)PDFHTMLGithub

Papers citing "On the Implicit Bias Towards Minimal Depth of Deep Neural Networks"

7 / 7 papers shown
Feature learning is decoupled from generalization in high capacity neural networks
Feature learning is decoupled from generalization in high capacity neural networks
Niclas Goring
Charles London
Abdurrahman Hadi Erturk
Chris Mingard
Yoonsoo Nam
Ard A. Louis
OODMLT
309
2
0
25 Jul 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
340
6
0
21 May 2025
Progressive Feedforward Collapse of ResNet Training
Progressive Feedforward Collapse of ResNet Training
Sicong Wang
Kuo Gai
Shihua Zhang
AI4CE
303
9
0
02 May 2024
Towards Understanding Neural Collapse: The Effects of Batch
  Normalization and Weight Decay
Towards Understanding Neural Collapse: The Effects of Batch Normalization and Weight Decay
Leyan Pan
Xinyuan Cao
468
9
0
09 Sep 2023
Reverse Engineering Self-Supervised Learning
Reverse Engineering Self-Supervised LearningNeural Information Processing Systems (NeurIPS), 2023
Ido Ben-Shaul
Ravid Shwartz-Ziv
Tomer Galanti
S. Dekel
Yann LeCun
SSL
324
48
0
24 May 2023
A Law of Data Separation in Deep Learning
A Law of Data Separation in Deep LearningProceedings of the National Academy of Sciences of the United States of America (PNAS), 2022
Hangfeng He
Weijie J. Su
OOD
388
55
0
31 Oct 2022
Perturbation Analysis of Neural Collapse
Perturbation Analysis of Neural CollapseInternational Conference on Machine Learning (ICML), 2022
Tom Tirer
Haoxiang Huang
Jonathan Niles-Weed
AAML
434
31
0
29 Oct 2022
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