Acts like a "counterfeiter," creating fake data (images, text, or audio) to trick the opponent.
Discuss "strong" stability techniques like Wasserstein GANs (WGAN) or spectral normalization to keep gradients healthy. gan_jack_strong
Acts like the "police," learning to distinguish between real data and the generator's fakes. Acts like a "counterfeiter," creating fake data (images,
GANs are notoriously difficult to train because they often suffer from (producing the same output repeatedly) or training instability. Acts like a "counterfeiter