Gholamreza Salimi-Khorshidi

Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks

Automatic evaluation of the goodness of Generative Adversarial Networks (GANs) has been a challenge for the field of machine learning. In this work, we propose a distance complementary to existing measures: Topology Distance (TD), the main idea behind which is to compare the geometric and topologica…