Using latent space regression to analyze and leverage compositionality in GANs

Lucy Chai, Jonas Wulff, Phillip Isola

Abstract: In recent years, Generative Adversarial Networks have become ubiquitous in both research and public perception, but how GANs convert an unstructured latent code to a high quality output is still an...