Generative AI · advanced · concept 116 of 176
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.
Key terms
GeneratorDiscriminatorAdversarial trainingMode collapse
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▶ What are GANs (Generative Adversarial Networks)? ↗
IBM Technology · YouTube
▶ Generative Adversarial Networks (GANs) - Computerphile ↗
Computerphile · YouTube
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From GAN to WGAN | Lil'Log ↗
Lil'Log (OpenAI researcher)
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