On the Evaluation of Generative Adversarial Networks By Discriminative Models

Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox

Generative Adversarial Networks (GANs) can accurately model complex multi-dimensional data and generate realistic samples. However, due to their implicit estimation of data distrib…