A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models

Maksim Kuznetsov, Daniil Polykovskiy, Dmitry Vetrov +1

Generative models produce realistic objects in many domains, including text, image, video, and audio synthesis. Most popular models---Generative Adversarial Networks (GANs) and Var…