One-Shot Generative Flows: Existence and Obstructions

Panos Tsimpos, Daniel Sharp, Youssef Marzouk

We study dynamic measure transport for generative modeling, focusing on transport maps that connect a source measure $P_0$ to a target measure $P_1$ by integrating a velocity field…