Perturbative GAN: GAN with Perturbation Layers

Yuma Kishi, Tsutomu Ikegami, Shin-ichi O'uchi +3

Perturbative GAN, which replaces convolution layers of existing convolutional GANs (DCGAN, WGAN-GP, BIGGAN, etc.) with perturbation layers that adds a fixed noise mask, is proposed…