Deep Learning, Artificial Intelligence, Gan, Generative Adversarial, Wgan.
using both the WGAN and GAN algorithms. Particularly in Figure 6, Standard GAN fails when the model does not use batch norm and constant number of filters at every layers while WGAN still can work well. Authors also mentioned that they cannot see evidence of mode collapse for the WGAN algorithm