A Characteristic Function Approach to Deep Implicit Generative Modeling

Abdul Fatir Ansari, Jonathan Scarlett, Harold Soh

Implicit Generative Models (IGMs) such as GANs have emerged as effective data-driven models for generating samples, particularly images. In this paper, we formulate the problem of…