vturrisi / solo-learnLinks
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
☆1,526Updated 3 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☆1,852Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,081Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆995Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,292Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,458Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,294Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,216Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,994Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆804Updated last year
- Explainability for Vision Transformers☆1,014Updated 3 years ago
- VICReg official code base☆549Updated 2 years ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,936Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆546Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,306Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,378Updated last year
- A python library for self-supervised learning on images.☆3,607Updated last month
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,949Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆461Updated 3 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,176Updated 2 years ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆818Updated 3 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆857Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,748Updated last week
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,288Updated 2 years ago
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆747Updated 3 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,003Updated 3 months ago
- ☆607Updated 2 months ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,077Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆500Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,565Updated 10 months ago