Improving fine-tuning of self-supervised models with Contrastive Initialization

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu et al. · 2020 · 12K citations

Computing, Computer Science, Computer Vision +12

Training Products of Experts by Minimizing Contrastive Divergence

Geoffrey E. Hinton · Neural Computation · 2002 · 5K citations

Computing, Computer Science, Computer Vision +15

Representation Learning with Contrastive Predictive Coding

Aäron van den Oord, Yazhe Li, Oriol Vinyals · arXiv (Cornell University) · 2018 · 4.5K citations · Full text

Computing, Computer Science, Computer Vision +16

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché et al. · arXiv (Cornell University) · 2020 · 3.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Exploring Simple Siamese Representation Learning

Xinlei Chen, Kaiming He · 2021 · 3.3K citations

Computing, Computer Science, Computer Vision +10