Comparison of Maximum Likelihood and GAN-based training of Real NVPs

Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria +2

We train a generator by maximum likelihood and we also train the same generator architecture by Wasserstein GAN. We then compare the generated samples, exact log-probability densit…