When Diffusion Breaks Constraints: Sequential Autoregressive Generation with RL and MCTS

Zirui Zhao, Boye Niu, Harold Soh +2

Data-driven generative models excel in language and vision, but diffusion models often fail in constrained planning and design tasks, exhibiting severe constraint violations in eng…