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