A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
☆1,564Mar 16, 2026Updated this week
Alternatives and similar repositories for Semi-supervised-learning
Users that are interested in Semi-supervised-learning are comparing it to the libraries listed below
Sorting:
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,366Aug 28, 2023Updated 2 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853May 24, 2024Updated last year
- ☆117Jun 13, 2023Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆797May 11, 2023Updated 2 years ago
- Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 20…☆53Sep 21, 2022Updated 3 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,207Jul 30, 2024Updated last year
- Official repo for "SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-Supervised Learning", accepted by ICLR 2023.☆22Jan 31, 2023Updated 3 years ago
- "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…☆237May 17, 2023Updated 2 years ago
- 30 Semi-Supervised Learning Algorithms☆210Mar 1, 2026Updated 3 weeks ago
- ☆19May 25, 2024Updated last year
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆73Jun 8, 2022Updated 3 years ago
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆55Jan 28, 2024Updated 2 years ago
- SimMatch: Semi-supervised Learning with Similarity Matching☆92Dec 26, 2023Updated 2 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,886May 10, 2024Updated last year
- [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation☆568Oct 15, 2024Updated last year
- Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction☆24Sep 30, 2022Updated 3 years ago
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Mar 14, 2023Updated 3 years ago
- Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning”☆99Dec 19, 2022Updated 3 years ago
- This repo provides the codebase for "A General Framework for Weak Supervision"☆40Jun 3, 2024Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆576Sep 14, 2020Updated 5 years ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,419Nov 3, 2023Updated 2 years ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,616Jun 7, 2025Updated 9 months ago
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆127Nov 21, 2024Updated last year
- Robust machine learning for responsible AI☆507Jul 12, 2024Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- ☆30Sep 25, 2022Updated 3 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆71May 19, 2023Updated 2 years ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆106Sep 21, 2025Updated 6 months ago
- Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)☆53Dec 12, 2022Updated 3 years ago
- [CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Effic…☆474Aug 20, 2024Updated last year
- Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)☆74Jul 15, 2022Updated 3 years ago
- A collection of AWESOME things about domain adaptation☆5,419Dec 8, 2025Updated 3 months ago
- ☆69Feb 1, 2025Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Nov 2, 2023Updated 2 years ago
- Official implementation of FullMatch (CVPR2023)☆44Jul 14, 2025Updated 8 months ago
- A curated list of awesome self-supervised methods☆6,373Feb 24, 2026Updated 3 weeks ago
- Code release for "Semi-supervised learning made simple with self-supervised clustering"☆60Jun 13, 2023Updated 2 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆757Apr 3, 2021Updated 4 years ago
- Code for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)☆103Jan 8, 2026Updated 2 months ago