Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds

Hisham Husain, Richard Nock, Robert C. Williamson

Since the introduction of Generative Adversarial Networks (GANs) and Variational Autoencoders (VAE), the literature on generative modelling has witnessed an overwhelming resurgence…