Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss

Xin Ding, Z. Jane Wang, William J. Welch

Filtering out unrealistic images from trained generative adversarial networks (GANs) has attracted considerable attention recently. Two density ratio based subsampling methods---Di…