Geometry Score: A Method For Comparing Generative Adversarial Networks

Valentin Khrulkov, Ivan V. Oseledets

Abstract: One of the biggest challenges in the research of generative adversarial networks (GANs) is assessing the quality of generated samples and detecting various levels of mode collapse. In this work, we...