Multi-Objective Learning for Diffusion Models: A Statistical Theory under Semi-Supervised Learning

Ziheng Cheng, Yixiao Huang, Hanlin Zhu +5

Diffusion models are increasingly used as powerful conditional generators, yet real deployments often involve multiple target distributions arising from different tasks, e.g., dive…