Understanding The Robustness of Self-supervised Learning Through Topic Modeling

2 February 2022

Papers citing "Understanding The Robustness of Self-supervised Learning Through Topic Modeling"

6 / 6 papers shown

Title
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Bo Chen Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 91 19 0 15 Oct 2024
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 238 207 0 17 Feb 2021
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 138 279 0 12 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 53 221 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 79 204 0 06 Jun 2012