facebookresearch / barlowtwins
PyTorch implementation of Barlow Twins.
☆980Updated 3 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☆1,810Updated 9 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,036Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆786Updated 11 months ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆538Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,190Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,975Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 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
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,262Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,475Updated 2 weeks ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,322Updated 4 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,137Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,389Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆583Updated 2 years ago
- EsViT: Efficient self-supervised Vision Transformers☆410Updated last year
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆457Updated 2 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 9 months ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated 11 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,258Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,279Updated last year
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆814Updated 2 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,070Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,267Updated 7 months ago
- An All-MLP solution for Vision, from Google AI☆1,019Updated 7 months 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
- Implementation of Slot Attention from GoogleAI☆425Updated 8 months ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆426Updated 6 months ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆972Updated 2 years ago
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago