yassouali / awesome-semi-supervised-learning
π An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
β1,794Updated 5 months ago
Related projects β
Alternatives and complementary repositories for awesome-semi-supervised-learning
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)β1,299Updated last year
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)β1,360Updated 2 months ago
- A curated list of resources for Learning with Noisy Labelsβ2,640Updated 6 months ago
- PyTorch implementation of Contrastive Learning methodsβ1,942Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.β1,227Updated 2 months ago
- A simple method to perform semi-supervised learning with limited data.β1,108Updated 3 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"β756Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recogβ¦β1,079Updated 8 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representationsβ2,265Updated 8 months ago
- A collection of AWESOME things about domian adaptationβ5,119Updated last month
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.β1,218Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882β2,005Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)β3,122Updated 10 months ago
- All about domain generalizationβ833Updated last year
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorchβ1,989Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"β636Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorchβ1,764Updated 4 months ago
- DomainBed is a suite to test domain generalization algorithmsβ1,410Updated 3 months ago
- mixup: Beyond Empirical Risk Minimizationβ1,168Updated 3 years ago
- A curated list of awesome self-supervised methodsβ6,175Updated 4 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmarkβ3,199Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learningβ543Updated 4 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDisβ1,303Updated 4 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe usefulβ2,183Updated last month
- A Surveyβ542Updated last year
- A curated list of long-tailed recognition resources.β583Updated last year
- A state-of-the-art semi-supervised method for image recognitionβ1,589Updated 4 years ago
- Collection for Few-shot Learningβ973Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learningβ737Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202β¦β946Updated 3 years ago