2021
SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains
AAAI 2021technical
This paper observes that there is an issue of high frequencies missing in the discriminator of standard GAN, and we reveal it stems from downsampling layers employed in the network architecture. This issue makes the generator lack the incentive from the discriminator to learn high-frequency content…