Deep Learning, Artificial Intelligence, Convolutional Network, Generative Adversarial, Gan.
images by LSGANs and regular GANs are shown above. LSGANs generate higher quality images than regular GANs which have a slight degree of mode collapse. LSGANs and regular GANs have similar performances for BN_G with RMSProp and BN_GD with Adam. Specifically, for BN_G with RMSProp, both LSGANs and