facebookresearch / barlowtwins
PyTorch implementation of Barlow Twins.
☆967Updated 2 years ago
Alternatives and similar repositories for barlowtwins:
Users that are interested in barlowtwins are comparing it to the libraries listed below
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,795Updated 7 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,024Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆823Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆483Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆774Updated 9 months ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆537Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,960Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,242Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,175Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,462Updated this week
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,314Updated 4 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,327Updated 11 months ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆548Updated 4 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆455Updated 2 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆539Updated 6 months ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆578Updated 2 years ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆487Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,248Updated 5 months ago
- EsViT: Efficient self-supervised Vision Transformers☆411Updated last year
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆705Updated 2 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,064Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆199Updated 9 months ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated last year
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆950Updated 2 years ago
- An All-MLP solution for Vision, from Google AI☆1,014Updated 5 months ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆437Updated 2 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆756Updated 3 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆640Updated 3 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆809Updated 2 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,266Updated 11 months ago