Position: Fairness Failure in Generative Models is an Evaluation Problem

Mariia Vladimirova, Jean-Yves Franceschi, Thibaut Issenhuth

Despite groundbreaking advancements in generative models during the last decade, concerns about their lack of fairness, reinforcing societal inequalities and harming marginalized g…