Non-negative Contrastive Learning

19 March 2024

Papers citing "Non-negative Contrastive Learning"

7 / 7 papers shown

Title
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 66 3 0 03 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 46 0 0 01 Mar 2025
The Multi-Faceted Monosemanticity in Multimodal Representations Hanqi Yan Xiangxiang Cui Lu Yin Paul Pu Liang Yulan He Yifei Wang 44 0 0 16 Feb 2025
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization Zhong Ji S. M. I. Simon X. Yang Jingren Liu Yanwei Pang Jungong Han 33 0 0 29 Oct 2024
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Qi Zhang Yifei Wang Jingyi Cui Xiang Pan Qi Lei Stefanie Jegelka Yisen Wang AAML 34 1 0 27 Oct 2024
Contrastive Factor Analysis Zhibin Duan Tiansheng Wen Yifei Wang Chen Zhu Bo Chen Mingyuan Zhou 38 1 0 31 Jul 2024
Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning Rundong Luo Yifei Wang Yisen Wang 34 25 0 02 Mar 2023