yassouali / awesome-semi-supervised-learningLinks
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
☆1,849Updated last year
Alternatives and similar repositories for awesome-semi-supervised-learning
Users that are interested in awesome-semi-supervised-learning are comparing it to the libraries listed below
Sorting:
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,362Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,289Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,988Updated last year
- A curated list of resources for Learning with Noisy Labels☆2,703Updated 4 months ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,523Updated 2 weeks ago
- A simple method to perform semi-supervised learning with limited data.☆1,174Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆790Updated 2 years ago
- All about domain generalization☆838Updated 6 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,430Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,275Updated 2 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,167Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,363Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,542Updated 8 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,343Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆759Updated 4 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆798Updated last year
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆450Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,211Updated 2 years ago
- A Survey☆566Updated 2 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- A curated list of awesome Active Learning☆776Updated 10 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,058Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆570Updated 4 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,837Updated last year
- Collection for Few-shot Learning☆984Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆566Updated 5 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,507Updated last week