2026
Hyperbolic Relational Prompts for Intersectional Fairness in Medical VLMs
CVPR 2026
Ensuring fairness in medical vision-language models (VLMs) is essential for equitable healthcare, yet existing models amplify biases across demographic subgroups such as race and gender. Traditional fairness mitigation approaches relying on broad distribution alignment, fall short in addressing thes