facebookresearch / swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
☆2,028Updated last year
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☆1,798Updated 8 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,358Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,966Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,256Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆781Updated 10 months ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,182Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,318Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆827Updated 2 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,237Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,472Updated last month
- PyTorch implementation of Barlow Twins.☆973Updated 3 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,704Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,220Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,922Updated 3 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆488Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,219Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,276Updated last year
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆552Updated 4 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,259Updated 6 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆771Updated last year
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆648Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆581Updated 2 years ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet☆1,180Updated last year
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆988Updated 5 months ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 7 months ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,531Updated 4 years ago
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆759Updated 4 years ago
- An All-MLP solution for Vision, from Google AI☆1,015Updated 6 months ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,009Updated 2 years ago