VFSI: Validity First Spatial Intelligence for Constraint-Guided Traffic Diffusion

Kargi Chauhan, Leilani H. Gilpin

Modern diffusion models generate realistic traffic simulations but systematically violate physical constraints. In a large-scale evaluation of SceneDiffuser++, a state-of-the-art t…