facebookresearch / swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
☆2,033Updated 2 years ago
Alternatives and similar repositories for swav:
Users that are interested in swav are comparing it to the libraries listed below
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,809Updated 9 months ago
- PyTorch implementation of Contrastive Learning methods☆1,974Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,384Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,189Updated 2 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,260Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆786Updated 11 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,251Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,475Updated 2 weeks ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,252Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,279Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,245Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,322Updated 4 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,956Updated 4 months ago
- PyTorch implementation of Barlow Twins.☆978Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,267Updated 7 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,708Updated 3 years ago
- mixup: Beyond Empirical Risk Minimization☆1,178Updated 3 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆555Updated 4 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,146Updated 8 months ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆988Updated 6 months ago
- Official Pytorch implementation of CutMix regularizer☆1,238Updated 4 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆760Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆966Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆537Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆583Updated 2 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆986Updated last month
- Codebase for Image Classification Research, written in PyTorch.☆2,153Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆775Updated last year