I am adopting the approach used in this repository to train two discriminators simultaneously. https://github.com/KangBK0120/D2GAN > D2GAN paper https://arxiv.org/pdf/1709.03831.pdf > Other related papers https://arxiv.org/pdf/1811.03850.pdf