Seonglae ChoTraining GAN
Aims to to be close to 1, i.e. discriminator is fooled
Gradient descent on generator
If is very bad compared to , then we have almost zero gradient. Hence, term can be used
Gradient ascent on discriminator
Generator and Discriminator has very different objective so hard to train stable