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Generative AI · advanced · concept 172 of 311 · Updated Nov 4, 2026

GANs (Generative Adversarial Networks)

Two neural networks in competition: a generator creates fake data, a discriminator tries to detect it. The adversarial game produces increasingly realistic outputs. Introduced by Goodfellow in 2014.

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GeneratorDiscriminatorAdversarial trainingMode collapse

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