Roman Tarasov

A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers

Neural network-based optimal transport (OT) is a recent and fruitful direction in the generative modeling community. It finds its applications in various fields such as domain translation, image super-resolution, computational biology and others. Among the existing OT approaches, of considerable int…