Generative Adversarial Network Technologies and Applications in Computer Vision

Table 2

Loss function and derivative models for GANs.

GAN models	Loss function of discriminator	Loss function of generator
GAN [25]
CGAN [8]
WGAN [39]
BEGAN [29]
PAN [40]
InfoGAN [41]
LSGAN [42]
DRAGAN [43]
CWGAN [44]
AdaBalGAN [45]
FittingGAN [46]
StackGAN [47]