cs.LG, stat.ML

Learning Discrete Diffusion of Graphs via Free-Energy Gradient Flows

arXiv:2604.11311v1 Announce Type: new
Abstract: Diffusion-based models on continuous spaces have seen substantial recent progress through the mathematical framework of gradient flows, leveraging the Wasserstein-2 (${W}_2$) metric via the Jordan-Kinder…