StarGAN Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

scalable i2i translation on more than two domains

• single generator learns mapping between all domains
  • inputs image and domain information
• model
  • discriminator
    • GAN loss, domain classification loss
      • WGAN with gp, patchGAN
  • generator
    • GAN loss, reconstruction loss
• label construction
  • c = [c_1, …, c_n, m], m being mask, eg. [00101 00000 10]