😎 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
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Updated
Apr 26, 2024
😎 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
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
R and Data Files from my YouTube Channel
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
[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
Machine learning model for Credit Card fraud detection
Address imbalance classes in machine learning projects.
Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
Build a classification model for reducing the churn rate for a telecom company
[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
1st place of Kaggle's RSNA Screening Mammography Breast Cancer Detection competition
Build a CNN based model which can accurately detect melanoma
This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
ICSE'18: Tuning Smote
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
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