class-imbalance topic

List class-imbalance repositories

mesa

104
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24
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[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

Class-Imbalance

101
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26
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Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.

ResLT

54
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5
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ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

OverfittingUnderClassImbalance

21
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2
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[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.

imbalance_class_sklearn

35
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39
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Address imbalance classes in machine learning projects.

riadd.aucmedi

29
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10
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Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

SubpopBench

97
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12
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[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

Realistic_Transductive_Few_Shot

22
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4
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(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning

Imbalance.jl

27
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1
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A Julia toolbox with resampling methods to correct for class imbalance.