class-imbalance topic
mesa
[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
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
OverfittingUnderClassImbalance
[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.
R-files-from-YouTube
R and Data Files from my YouTube Channel
imbalance_class_sklearn
Address imbalance classes in machine learning projects.
riadd.aucmedi
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models
SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
Realistic_Transductive_Few_Shot
(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning
Imbalance.jl
A Julia toolbox with resampling methods to correct for class imbalance.