yassouali / awesome-semi-supervised-learningLinks
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
☆1,847Updated 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 curated list of resources for Learning with Noisy Labels☆2,713Updated 5 months ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,360Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,290Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,991Updated 2 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,533Updated 2 weeks ago
- A simple method to perform semi-supervised learning with limited data.☆1,178Updated last year
- All about domain generalization☆839Updated 7 months ago
- A Survey☆568Updated 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
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆792Updated 2 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,546Updated 9 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,375Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆758Updated 4 years ago
- 😎 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☆1,479Updated 7 months ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,358Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,444Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆571Updated 5 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 3 years ago
- A collection of AWESOME things about domain adaptation☆5,342Updated 3 weeks ago
- Collection for Few-shot Learning☆987Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,251Updated 11 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,065Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆450Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,192Updated 3 years ago
- ☆489Updated 11 months ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,754Updated 2 months ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆686Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,844Updated last year
- A curated list of papers, code and resources pertaining to zero shot learning☆931Updated 4 years ago