CompDiff enables fair and zero shot medical image generation across demographic intersections through compositional diffusion

Mahmoud K. Ibrahim, Mahmoud Ibrahim, Bart Elen +7

Medical image generators trained on imbalanced data can fail at demographic intersections absent from training. We introduce CompDiff, which encodes age, sex and race separately an…