Skipping the Zeros in Diffusion Models for Sparse Data Generation

Phil Sidney Ostheimer, Mayank Nagda, Andriy Balinskyy +6

Diffusion models (DMs) excel on dense continuous data, but are not designed for sparse continuous data. They do not model exact zeros that represent the deliberate absence of a sig…