Zachariah Malik

Generative Modeling by Minimizing the Wasserstein-2 Loss

Abstract. This paper develops a generative model by minimizing the second-order Wasserstein loss (the [Formula: see text] loss) through a distribution-dependent ordinary differential equation (ODE), whose dynamics involves the Kantorovich potential associated with the true data d...