Generative Learning of Densities on Manifolds

Dimitris G. Giovanis, Ellis Crabtree, Roger G. Ghanem +1

A generative modeling framework is proposed that combines diffusion models and manifold learning to efficiently sample data densities on manifolds. The approach utilizes Diffusion…