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subpopulation-shift

Here are 3 public repositories matching this topic...

YyzHarry / SubpopBench

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

benchmark spurious-correlations class-imbalance subpopulation icml subgroup out-of-distribution domain-generalization ood-generalization ood-robustness subpopulation-shift icml-2023

Updated Jul 10, 2023
Python

yang-ai-lab / Deep-Spurious-Regression

Shortcut to Nowhere: Demystifying Deep Spurious Regression

spurious-correlations regression-models domain-generalization data-imbalance llm ood-robustness subpopulation-shift spurious-regression

Updated Jun 2, 2026
Python

minhto2802 / dpe4subpop

[ICML 2025] Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift

class-imbalance subpopulation-shift diversified-ensemble suprious-correlation attribute-imbalance distance-based-classifiers

Updated Apr 20, 2026
Jupyter Notebook

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