Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training

Mathieu Sinn, Ambrish Rawat

Generative Adversarial Networks (GANs) have become a widely popular framework for generative modelling of high-dimensional datasets. However their training is well-known to be diff…