Alternatives and similar repositories for PyTorch-BYOL

Users that are interested in PyTorch-BYOL are comparing it to the libraries listed below

• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆568Updated 5 years ago
• PatrickHua / SimSiam
  A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
  ☆833Updated 3 years ago
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆804Updated last year
• yukimasano / self-label
  Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
  ☆546Updated last year
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆546Updated 3 years ago
• facebookresearch / barlowtwins
  PyTorch implementation of Barlow Twins.
  ☆995Updated 3 years ago
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆602Updated 6 months ago
• zhirongw / lemniscate.pytorch
  Unsupervised Feature Learning via Non-parametric Instance Discrimination
  ☆757Updated 4 years ago
• HobbitLong / CMC
  [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
  ☆1,334Updated 5 years ago
• gidariss / FeatureLearningRotNet
  ☆522Updated 2 years ago
• Philip-Bachman / amdim-public
  Public repo for Augmented Multiscale Deep InfoMax representation learning
  ☆399Updated 5 years ago
• facebookresearch / simsiam
  PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
  ☆1,216Updated 2 years ago
• AndrewAtanov / simclr-pytorch
  PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
  ☆210Updated last year
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,852Updated last year
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,994Updated 2 years ago
• vikasverma1077 / manifold_mixup
  Code for reproducing Manifold Mixup results (ICML 2019)
  ☆493Updated last year
• Sara-Ahmed / SiT
  Self-supervised vIsion Transformer (SiT)
  ☆337Updated 2 years ago
• kekmodel / FixMatch-pytorch
  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
  ☆793Updated 2 years ago
• WangYueFt / rfs
  ☆374Updated 4 years ago
• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆572Updated 5 years ago
• chingyaoc / DCL
  NeurIPS 2020, Debiased Contrastive Learning
  ☆283Updated 2 years ago
• ildoonet / pytorch-randaugment
  Unofficial PyTorch Reimplementation of RandAugment.
  ☆638Updated 2 years ago
• kekmodel / MPL-pytorch
  Unofficial PyTorch implementation of "Meta Pseudo Labels"
  ☆390Updated last year
• YU1ut / MixMatch-pytorch
  Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
  ☆653Updated 2 years ago
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆689Updated 3 years ago
• DuaneNielsen / DeepInfomaxPytorch
  Learning deep representations by mutual information estimation and maximization
  ☆322Updated 6 years ago
• microsoft / esvit
  EsViT: Efficient self-supervised Vision Transformers
  ☆411Updated 2 years ago
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆298Updated 2 years ago
• facebookresearch / classifier-balancing
  This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…
  ☆976Updated 4 years ago
• Separius / SimCLRv2-Pytorch
  Pretrained SimCLRv2 models in Pytorch
  ☆105Updated 5 years ago