Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach

Zhengyi Guo, Wenpin Tang, Renyuan Xu

We study conditional generation in diffusion models under hard constraints, where generated samples must satisfy prescribed events with probability one. Such constraints arise natu…