GAN Minmax Game

Creator
Creator
Seonglae Cho
Created
Created
2023 Jun 1 2:24
Editor
Edited
Edited
2023 Jun 1 2:32
Refs
Refs

Training GAN

Aims to to be close to 1, i.e. discriminator is fooled

Gradient descent on generator

notion image
If is very bad compared to , then we have almost zero gradient. Hence, term can be used
notion image
 

Gradient ascent on discriminator

Generator and Discriminator has very different objective so hard to train stable
 
 
 
 
 

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