2025
CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation
NeurIPS 2025poster
Diffusion models have emerged as powerful tools for generative tasks, producing high-quality outputs across diverse domains. However, how the generated data responds to the initial noise perturbation in diffusion models remains under-explored, hindering a deeper understanding of the controllability…