taki0112 / RealnessGAN-Tensorflow

Simple Tensorflow implementation of "RealnessGAN: Real or Not Real, that is the Question" (ICLR 2020 Spotlight)

RealnessGAN — Simple TensorFlow Implementation [Paper]

: Real or Not Real, that is the Question

Usage

fake_img = generator(noise)

real_logit = discriminator(real_img)
fake_logit = discriminator(fake_img)

g_loss = generator_loss(real_logit, fake_logit)
d_loss = discriminator_loss(real_logit, fake_logit)

Author

Junho Kim