Generator Deep Learning
noun
Definition: In GANs, the neural network that maps random noise (or conditional input) to synthetic samples and is trained to fool the discriminator [Goodfellow et al. 2014].
Example in context: “In baseline Style-GAN (Karras et al. 2019), a generator consists of a non-linear mapping network that maps latent input z to an intermediate latent space W using MLP network and then passes the W information to the original generator model.” [Saa et al. 2024]
Related terms: GAN generator, synthesis network