vturrisi / solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
☆1,470Updated last month
Alternatives and similar repositories for solo-learn:
Users that are interested in solo-learn are comparing it to the libraries listed below
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,798Updated 8 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,026Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,351Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,966Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,276Updated last year
- PyTorch implementation of Barlow Twins.☆973Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆780Updated 10 months ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,182Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,259Updated 6 months ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,256Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆537Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,220Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆827Updated 2 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,237Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆488Updated 2 years ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,846Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,219Updated last year
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆811Updated 2 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆455Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆552Updated 4 years ago
- A python library for self-supervised learning on images.☆3,315Updated this week
- Explainability for Vision Transformers☆924Updated 3 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆812Updated 8 months ago
- DomainBed is a suite to test domain generalization algorithms☆1,478Updated 2 months ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,318Updated 4 years ago
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆715Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆935Updated this week
- VICReg official code base☆529Updated last year
- An All-MLP solution for Vision, from Google AI☆1,015Updated 6 months ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,054Updated 2 years ago