Generative Adversarial Learning via Kernel Density Discrimination

Abdelhak Lemkhenter, Adam Bielski, Alp Eren Sari +1

We introduce Kernel Density Discrimination GAN (KDD GAN), a novel method for generative adversarial learning. KDD GAN formulates the training as a likelihood ratio optimization pro…