vturrisi / solo-learnLinks
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
☆1,532Updated 2 weeks ago
Alternatives and similar repositories for solo-learn
Users that are interested in solo-learn are comparing it to the libraries listed below
Sorting:
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,855Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,085Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆999Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,291Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,995Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,467Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆809Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,303Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,219Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,387Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,290Updated 2 years ago
- Explainability for Vision Transformers☆1,019Updated 3 years ago
- A python library for self-supervised learning on images.☆3,625Updated 2 months ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,305Updated 4 years ago
- VICReg official code base☆549Updated 2 years ago
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,958Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,569Updated 11 months ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆834Updated 3 years ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,942Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,985Updated last year
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆820Updated 3 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆463Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆501Updated 3 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆569Updated 5 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,112Updated 3 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,181Updated 2 years ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,750Updated 3 weeks ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆857Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,367Updated 2 years ago