Latent Abstractions in Generative Diffusion Models

Giulio Franzese, Mattia Martini, Giulio Corallo +2

In this work we study how diffusion-based generative models produce high-dimensional data, such as an image, by implicitly relying on a manifestation of a low-dimensional set of la…