facebookresearch / vicregLinks
VICReg official code base
☆545Updated 2 years ago
Alternatives and similar repositories for vicreg
Users that are interested in vicreg are comparing it to the libraries listed below
Sorting:
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆458Updated 3 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆208Updated 2 years ago
- VICRegL official code base☆228Updated 2 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,165Updated last year
- Probing the representations of Vision Transformers.☆328Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆987Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,504Updated 2 months ago
- EsViT: Efficient self-supervised Vision Transformers☆413Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆543Updated 3 years ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆488Updated 2 years ago
- ☆605Updated last month
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,077Updated 2 years ago
- A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training☆486Updated last year
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆480Updated 3 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 3 years ago
- Domain adaptation made easy. Fully featured, modular, and customizable.☆381Updated 2 years ago
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆590Updated 2 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆571Updated last year
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆819Updated 3 years ago
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)☆536Updated 9 months ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆350Updated 3 months ago
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆335Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆208Updated last year
- Implementation of Slot Attention from GoogleAI☆451Updated 11 months ago
- ☆245Updated 3 years ago
- ML Collections is a library of Python Collections designed for ML use cases.☆968Updated 3 weeks ago
- Compare neural networks by their feature similarity☆369Updated 2 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆322Updated 2 years ago
- ☆470Updated 3 months ago
- Code for our NeurIPS 2022 paper☆370Updated 2 years ago