Causality--Δ: Jacobian-Based Dependency Analysis in Flow Matching Models

Reza Rezvan, Gustav Gille, Moritz Schauer +1

Flow matching learns a velocity field that transports a base distribution to data. We study how small latent perturbations propagate through these flows and show that Jacobian-vect…