Deep Learning, Artificial Intelligence, Convolutional Network, Generative Adversarial, Gan.
Northwestern Polytechnical University, and CodeHatch Corp., is briefly reviewed. Regular GANs hypothesize the discriminator as a classifier with the sigmoid cross entropy loss function may lead to the vanishing gradients problem during the learning process. In this paper: LSGAN is proposed, in