02 · Model Architectures
GAN
Generative Adversarial Network
Two networks trained against each other: a generator makes fakes, a discriminator catches them — improving like a forger versus a detective. Powered the first wave of realistic AI images; now largely superseded by diffusion models.
Concrete example
The original “this person does not exist” face generators were GANs.