Minimalistic Unsupervised Learning with the Sparse Manifold Transform

30 September 2022

Papers citing "Minimalistic Unsupervised Learning with the Sparse Manifold Transform"

10 / 10 papers shown

Title
Manifold Contrastive Learning with Variational Lie Group Operators Kion Fallah Alec Helbling Kyle A. Johnsen Christopher Rozell SSL DRL 25 1 0 23 Jun 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch Shengbang Tong Yubei Chen Y. Ma Yann LeCun 13 24 0 08 Apr 2023
ElegansNet: a brief scientific report and initial experiments Francesco Bardozzo Andrea Terlizzi Pietro Lio' R. Tagliaferri 26 1 0 06 Apr 2023
Ten Lessons We Have Learned in the New "Sparseland": A Short Handbook for Sparse Neural Network Researchers Shiwei Liu Zhangyang Wang 30 30 0 06 Feb 2023
Simple Emergent Action Representations from Multi-Task Policy Training Pu Hua Yubei Chen Huazhe Xu MLAU 17 6 0 18 Oct 2022
On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence Y. Ma Doris Y. Tsao H. Shum 67 75 0 11 Jul 2022
Decoupled Contrastive Learning Chun-Hsiao Yeh Cheng-Yao Hong Yen-Chi Hsu Tyng-Luh Liu Yubei Chen Yann LeCun 178 182 0 13 Oct 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 264 3,369 0 09 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 230 31,253 0 16 Jan 2013