2026
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
ICLR 2026poster
Deep learning models achieve strong performance across various domains but often rely on spurious correlations, making them vulnerable to distribution shifts. This issue is particularly severe in subpopulation shift scenarios, where models struggle in underrepresented groups. While existing methods…