Towards understanding neural collapse in supervised contrastive learning with the information bottleneck method

19 May 2023

Papers citing "Towards understanding neural collapse in supervised contrastive learning with the information bottleneck method"

4 / 4 papers shown

Title
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Kun He Zijian Song Shuoxi Zhang J. Hopcroft CLL 56 0 0 25 Apr 2025
Dissecting Supervised Contrastive Learning Florian Graf Christoph Hofer Marc Niethammer Roland Kwitt SSL 109 69 0 17 Feb 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 122 165 0 29 Jan 2021
Mutual information is copula entropy Jian Ma Zeng-qi Sun 79 153 0 06 Aug 2008