😎 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
☆1,521Feb 25, 2025Updated last year
Alternatives and similar repositories for awesome-imbalanced-learning
Users that are interested in awesome-imbalanced-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库☆423Mar 5, 2026Updated 2 months ago
- [ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用,高效,鲁棒的类别不平衡学习框架☆261Feb 5, 2024Updated 2 years ago
- A curated list of long-tailed recognition resources.☆582Jun 13, 2023Updated 2 years ago
- [NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题☆110Jun 17, 2024Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Oct 12, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆756Apr 3, 2021Updated 5 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆702Dec 25, 2021Updated 4 years ago
- ☆490Oct 12, 2024Updated last year
- A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection fea…☆686Jan 3, 2024Updated 2 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆667Nov 22, 2022Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆870Jul 16, 2022Updated 3 years ago
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,322Apr 6, 2026Updated last month
- A curated list of resources for Learning with Noisy Labels☆2,717May 3, 2025Updated last year
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,018Nov 25, 2025Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Python-based implementations of algorithms for learning on imbalanced data.☆241Jan 29, 2022Updated 4 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆572Jan 6, 2026Updated 4 months ago
- machine learning databases☆17Nov 18, 2023Updated 2 years ago
- ☆192Nov 3, 2017Updated 8 years ago
- ☆95Nov 1, 2020Updated 5 years ago
- Our implementations of the Multi-class Imbalance learning algorithms (for the KBS paper)☆45Mar 21, 2019Updated 7 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,851May 24, 2024Updated last year
- Awesome Incremental Learning☆4,459Mar 18, 2026Updated last month
- A curated list of awesome self-supervised methods☆6,384Feb 24, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,101Apr 13, 2026Updated 3 weeks ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆916Mar 22, 2022Updated 4 years ago
- Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.☆110Dec 16, 2020Updated 5 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆804Feb 18, 2024Updated 2 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆616Aug 29, 2021Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,327Feb 18, 2025Updated last year
- Collection for Few-shot Learning☆993May 31, 2023Updated 2 years ago
- A collection of AWESOME things about domain adaptation☆5,428Dec 8, 2025Updated 4 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Papers about long-tailed tasks☆92Feb 2, 2023Updated 3 years ago
- [CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions☆76Sep 1, 2023Updated 2 years ago
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆374Jul 14, 2022Updated 3 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,663May 30, 2023Updated 2 years ago
- Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/☆78May 17, 2024Updated last year
- Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)☆93Nov 8, 2021Updated 4 years ago
- A curated (most recent) list of resources for Learning with Noisy Labels☆726Oct 18, 2024Updated last year