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bias mitigation 1fairness auditing 1medical imaging 1stable diffusion 1synthetic data generation 1

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cs.CV2026

CompDiff: Hierarchical Compositional Diffusion for Fair and Zero-Shot Intersectional Medical Image Generation

Mahmoud Ibrahim, Bart Elen, Chang Sun +2

Generative models are increasingly used to augment medical imaging datasets for fairer AI, yet a key assumption often goes unexamined: that generators produce equally high-quality…