Contrastive Learning Papers&Codes

A list of Contrastive Learning Papers&Codes

Computer Vision

Title	Conference	Codes
MoCo - Momentum Contrast for Unsupervised Visual Representation Learning	CVPR20	Torch(official)
MoCo v2 - Improved Baselines with Momentum Contrastive Learning		Torch(official)
SimCLR - A Simple Framework for Contrastive Learning of Visual Representations	ICML20	TF(official), Torch
SimCLR v2 - Big Self-Supervised Models are Strong Semi-Supervised Learners	NIPS20	TF(official)
BYOL - Bootstrap your own latent: A new approach to self-supervised Learning		JAX(official), Torch
SwAV - Unsupervised Learning of Visual Features by Contrasting Cluster Assignments	NIPS20	Torch(official), Torch
SimSiam - Exploring Simple Siamese Representation Learning		Torch

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