yassouali / awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
☆1,814Updated 8 months ago
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
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,324Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,248Updated 5 months ago
- A curated list of resources for Learning with Noisy Labels☆2,656Updated 9 months ago
- PyTorch implementation of Contrastive Learning methods☆1,960Updated last year
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,418Updated last month
- A simple method to perform semi-supervised learning with limited data.☆1,122Updated 6 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,326Updated 11 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,271Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,795Updated 7 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,195Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,227Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,115Updated 11 months ago
- DomainBed is a suite to test domain generalization algorithms☆1,461Updated last month
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆550Updated 4 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,024Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆767Updated last year
- All about domain generalization☆834Updated last week
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,462Updated this week
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,314Updated 4 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆742Updated 3 years ago
- A curated list of awesome self-supervised methods☆6,221Updated 7 months ago
- A curated list of long-tailed recognition resources.☆583Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,175Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆642Updated last year
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库☆1,410Updated 9 months ago
- A collection of AWESOME things about domian adaptation☆5,195Updated 4 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆774Updated 8 months ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆446Updated last year
- A state-of-the-art semi-supervised method for image recognition☆1,602Updated 4 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆483Updated 2 years ago