DyMD: Preserving Interaction Dynamics through Distribution Matching Distillation in Few-Step Video World Models.

arXiv:2609.31349v1 Announce Type: cross Abstract: Large video diffusion models offer expressive priors for embodied prediction and learning, yet their many-step sampling remains costly for interactive downstream use. Distribution Matching Distillation (DMD) en