ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching.

arXiv:2610.04510v2 Announce Type: replace Abstract: Diffusion models for structured scientific generation must produce samples satisfying hard geometric constraints imposed by physics, chemistry, or biology, yet inference in these settings is prohibitively slo