Towards Understanding Neural Collapse: The Effects of Batch Normalization and Weight Decay

9 September 2023

Papers citing "Towards Understanding Neural Collapse: The Effects of Batch Normalization and Weight Decay"

5 / 5 papers shown

Title
The Fair Language Model Paradox Andrea Pinto Tomer Galanti Randall Balestriero 18 0 0 15 Oct 2024
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse Arthur Jacot Peter Súkeník Zihan Wang Marco Mondelli 28 1 0 07 Oct 2024
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal? Peter Súkeník Marco Mondelli Christoph H. Lampert AI4CE 32 5 0 23 May 2024
Nearest Class-Center Simplification through Intermediate Layers Ido Ben-Shaul S. Dekel 35 26 0 21 Jan 2022
An Unconstrained Layer-Peeled Perspective on Neural Collapse Wenlong Ji Yiping Lu Yiliang Zhang Zhun Deng Weijie J. Su 122 83 0 06 Oct 2021