facebookresearch / vicreg
VICReg official code base
☆535Updated last year
Alternatives and similar repositories for vicreg:
Users that are interested in vicreg are comparing it to the libraries listed below
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆457Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,475Updated 2 weeks 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 Perceiver, General Perception with Iterative Attention, in Pytorch☆1,137Updated last year
- PyTorch implementation of Barlow Twins.☆980Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆410Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆538Updated 3 years ago
- Probing the representations of Vision Transformers.☆324Updated 2 years ago
- Implementation of Slot Attention from GoogleAI☆425Updated 8 months ago
- VICRegL official code base☆226Updated 2 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆814Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,810Updated 9 months ago
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆572Updated 2 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,070Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,036Updated 2 years ago
- Compare neural networks by their feature similarity☆358Updated last year
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 2 years ago
- A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training☆462Updated last year
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆345Updated last week
- An All-MLP solution for Vision, from Google AI☆1,019Updated 7 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,190Updated 2 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆320Updated 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
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago
- A LARS implementation in PyTorch☆344Updated 5 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,279Updated last year
- A clean and simple data loading library for Continual Learning☆429Updated last year
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model☆571Updated 4 months ago