SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

Pretrained SimCLRv2 models in Pytorch

Contrastive Learning (SimCLR) for Human Activity Recognition

[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

Code and evaluation repository for the paper

Exploring Simple Siamese Representation Learning

Self-Supervised Learning in PyTorch

Collections of self-supervised methods, based on cvpods.

FlatNCE: A Novel Contrastive Representation Learning Objective