Deep Learning, Artificial Intelligence, Gan, Generative Adversarial, Wgan.
cause mode collapse. 1.2. WGAN WGAN Algorithm Sigmoid is removed, The discriminator becomes critic. The critic and generator do not use log function any more and the loss is formulate as below: The original discriminator learns very quickly to distinguish between fake and real, and as expected