Generative Adversarial, Computer Vision, Gan, Machine Learning, Computer Science.
Toshiki Kataoka, Masanori Koyama, and Yuichi Yoshida, stabilize the training process of GANs by normalizing the weights of the discriminator network by their spectral norm. By doing this, SNGANs can help to prevent the collapse of the generator network and improve the quality of the generated