Conditioning diffusion models via attributes and semantic masks for face generation

Giuseppe Lisanti, Nico Giambi

Abstract: Highlights•A diffusion model for face generation maximizing fidelity, quality and diversity.•A multi-conditioning mechanism using both attributes and semantic masks.•Analysis of perception prioritized training in the latent space of diffusion models.