Sunjae yoo

Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness

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…