Model diagrams of StarGAN and GD-StarGAN.

Abstract

The yellow arrows and diagonals are our modifications to the StarGAN loss function. The reconstructed image is input into the discriminator, and the discriminator classifies it into the domain of the input image instead of using L1 loss between the reconstructed image and the input image.</p