Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling

Qitan Shi, Cheng Jin, Ziyuan Liu +1

Few-step distilled diffusion models generate high-quality images quickly, but often lose per-prompt diversity, producing near-identical samples across random seeds. Optimizing the…