Awesome Contrastive Learning

Pytorch re-implementation of some contrastive Learning methods

Part of the codes is based on BYOL

We try our best to encapsulate all training codes into a class named Learner

image level methods

Exploring SimCLR: A Simple Framework for Contrastive Learning of Visual Representations SimCLR
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning BYOL
Exploring Simple Siamese Representation Learning SimSam
MOCO
Median

pixel level methods

Contrastive learning of global and local features for medical image segmentation with limited annotations GL
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning PixPro