An Empirical Study of Generative Models with Encoders

Paul K. Rubenstein, Yunpeng Li, Dominik Roblek

Generative adversarial networks (GANs) are capable of producing high quality image samples. However, unlike variational autoencoders (VAEs), GANs lack encoders that provide the inv…