Deep Learning, Artificial Intelligence, Convolutional Network, Generative Adversarial, Gan.
regular GANs learn the data distribution successfully. For BN_GD with Adam, both the ones have a slight degree of mode collapse. Last, RMSProp performs more stable than Adam since regular. 3.2. Stability Comparison on Gaussian Mixture Distribution Dataset Dynamic results of Gaussian kernel