Diffeomorphic Measure Matching with Kernels for Generative Modeling

1 code implementation • 12 Feb 2024 • Biraj Pandey, Bamdad Hosseini, Pau Batlle, Houman Owhadi

This article presents a general framework for the transport of probability measures towards minimum divergence generative modeling and sampling using ordinary differential equations (ODEs) and Reproducing Kernel Hilbert Spaces (RKHSs), inspired by ideas from diffeomorphic matching and image registration.

Image Registration