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

Self-Supervised Learning in PyTorch

Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"

Matching Guided Distillation (ECCV 2020)

Collections of self-supervised methods, based on cvpods.

TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Baselines with Momentum Contrastive Learning, 2020).

an implementation of MoCo and MoCo-v2 improvements pre-trained on Imagenette

Supervised Contrastive Learning (SupContrast) based on MoCo-v2

Training MoCoV2 on the CIFAR10 Dataset

Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"

PyTorch implementation of Momentum contrast in Frequency & Spatial Domain (MocoFSD) for fine-grained image classification.

Unofficial Pytorch implementation of the paper 'Improved Baselines with Momentum Contrastive Learning' experiment on ImageNet-1K