kl_real: KL WGAN loss on real examples

In RGAN: Generative Adversarial Nets (GAN) in R

KL WGAN loss on real examples

Description

Utility function for the kl WGAN loss for real examples as described in https://arxiv.org/abs/1910.09779 and implemented in python in https://github.com/ermongroup/f-wgan.

Usage

kl_real(dis_real)

Arguments

dis_real

Discriminator scores on real examples ($D(x)$)

Value

The loss

RGAN documentation built on March 30, 2022, 1:07 a.m.