Learning Late, Guiding Early: Timestep-Decoupled Semantic Guidance for Fair Face Generation

Subir Kumar Parida, Rajbabu Velmurugan, Ketan Kotwal +2

Demographic imbalance in synthetic face generation can propagate to downstream face recognition systems, making fairness an important consideration when diffusion models are used f…