Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation

Attila Szabo, Hadi Jamali-Rad, Siva-Datta Mannava

Traditional empirical risk minimization (ERM) for semantic segmentation can disproportionately advantage or disadvantage certain target classes in favor of an (unfair but) improved…