201208 You Only Need Adversarial Supervision for Semantic Image Synthesis.md

https://arxiv.org/abs/2012.04781

You Only Need Adversarial Supervision for Semantic Image Synthesis (Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva)

perceptual loss도 feature matching도 없이 image synthesis. 메인은 discriminator에 semantic segmentation 과제를 주는 것. gan만 믿고 던지면 된다. (물론 discriminator가 정신 차리고 일하도록 충분히 regularize 해준다면.)

#gan #img2img