DuetFair: Coupling Inter- and Intra-Subgroup Robustness for Fair Medical Image Segmentation

Yiqi Tian, Sangjoon Park, Bo Zeng +3

Medical image segmentation models can perform unevenly across subgroups. Most existing fairness methods focus on improving average subgroup performance, implicitly treating each su…