generative flows

generative flows

Finite-Step Geometry Reshapes Generative Flow Sampling

A new arXiv paper dissects the finite-step geometry of marginal-preserving velocity fields in generative flows, revealing why flow-matching models can sample in fewer steps — with direct implications for faster AI video and image synthesis.