Discriminator Deep Learning
noun
Definition: In GANs, the neural network that learns to distinguish real samples from generated samples [Goodfellow et al. 2014].
Example in context: “The discriminator aims to maximize its accuracy in telling real and generated data apart, while the decoder aims to minimize the discriminator’s accuracy.” [Berahmand et al. 2024]
Synonyms: GAN discriminator
Related terms: critic (WGAN context)