27–31 May 2024
ECT*
Europe/Rome timezone

RG inspired perspectives on diffusion models

30 May 2024, 14:30
45m
Aula Renzo Leonardi (ECT*)

Aula Renzo Leonardi

ECT*

Strada delle Tabarelle 286, I-38123 Villazzano (Trento)

Speaker

Mathis Gerdes (University of Amsterdam)

Description

It has been observed that diffusion models have similarities with RG (on a lattice). This intuition suggests a new design space for the diffusion process, unifying the usual diffusion models with e.g. wavelet conditional diffusion, and may shed light on how diffusion models work. We explore this perspective (work in progress with Miranda Cheng & Max Welling).

Primary authors

Presentation materials