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Session

OT1: Optimal Transport: Theory and Applications Location: G227 Session Chair: Stephan Eckstein Session Chair: Johannes Wiesel

Presentation 3

Acceleration matching Giovanni Conforti Università degli studi di padova, Italy In this talk, we introduce acceleration matching, a data driven approach to multimarginal generative modelling. The main purpose of this method is to guarantee smoothness of the generative flow in time, a feature that is lost when sequentially applying standard flow matching. The main idea is learned an acceleration fields, instead of a velocity field, thus replacing Brownian motion with kinetic Brownian motion in the choice of interpolants.