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)☆456Updated 3 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated 2 years ago
- Probing the representations of Vision Transformers.☆331Updated 2 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
- VICRegL official code base☆229Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,508Updated 2 weeks ago
- PyTorch implementation of Barlow Twins.☆992Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆412Updated 2 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆544Updated 3 years ago
- A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training☆487Updated last year
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆593Updated 2 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,171Updated 2 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆353Updated 5 months ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,077Updated 2 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆820Updated 3 years ago
- Implementation of Slot Attention from GoogleAI☆458Updated last year
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆481Updated 3 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 3 years ago
- ☆605Updated 3 weeks ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆576Updated last year
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)☆535Updated 10 months ago
- Domain adaptation made easy. Fully featured, modular, and customizable.☆384Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆209Updated last year
- Code release for SLIP Self-supervision meets Language-Image Pre-training☆781Updated 2 years ago
- Compare neural networks by their feature similarity☆374Updated 2 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆492Updated 2 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆324Updated 2 years ago
- Paper implementations from scratch and machine learning tutorials☆349Updated last year
- ☆469Updated 4 months ago
- "DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]☆806Updated 2 years ago