facebookresearch / swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
☆2,039Updated 2 years ago
Alternatives and similar repositories for swav:
Users that are interested in swav are comparing it to the libraries listed below
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,394Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,192Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,820Updated 9 months ago
- PyTorch implementation of Contrastive Learning methods☆1,979Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,265Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆787Updated 11 months ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,323Updated 4 years ago
- PyTorch implementation of Barlow Twins.☆981Updated 3 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,257Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,971Updated last week
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,265Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,482Updated last week
- Deep Clustering for Unsupervised Learning of Visual Features☆1,710Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,274Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,283Updated last year
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆557Updated 4 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,270Updated 8 months ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆586Updated last week
- Official DeiT repository☆4,194Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,149Updated 9 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,868Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,125Updated 5 months ago
- Invariant Information Clustering for Unsupervised Image Classification and Segmentation☆880Updated 4 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆761Updated 4 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆779Updated 2 years ago
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,884Updated last year
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,531Updated 4 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆539Updated 3 years ago