yassouali / awesome-semi-supervised-learningLinks
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
☆1,844Updated 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)☆1,353Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,278Updated 10 months ago
- PyTorch implementation of Contrastive Learning methods☆1,986Updated last year
- A curated list of resources for Learning with Noisy Labels☆2,685Updated 2 months ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,492Updated 3 weeks ago
- All about domain generalization☆838Updated 4 months ago
- A Survey☆564Updated 2 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,166Updated 11 months ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,153Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,525Updated 6 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆788Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,414Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,344Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,269Updated 2 years ago
- A curated list of awesome Active Learning☆769Updated 8 months ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆652Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆753Updated 4 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,245Updated 8 months ago
- A curated list of long-tailed recognition resources.☆585Updated 2 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆819Updated 3 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,047Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆973Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,314Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆559Updated 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☆1,460Updated 4 months ago
- Collection for Few-shot Learning☆983Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆789Updated last year
- A collection of AWESOME things about domian adaptation☆5,295Updated 8 months ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,832Updated 11 months ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆451Updated 2 years ago