On the Existence of Optimal Transport Gradient for Learning Generative Models

Antoine Houdard, Arthur Leclaire, Nicolas Papadakis +1

The use of optimal transport cost for learning generative models has become popular with Wasserstein Generative Adversarial Networks (WGAN). Training of WGAN relies on a theoretica…