Provable Stochastic Optimization for Global Contrastive Learning: Small
Batch Does Not Harm Performance

Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance

24 February 2022

Xianzhi Du

Papers citing "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance"

5 / 5 papers shown

Title
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 51 0 0 20 Feb 2025
Multi-Output Distributional Fairness via Post-Processing Gang Li Qihang Lin Ayush Ghosh Tianbao Yang 47 0 0 31 Aug 2024
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 183 450 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013