A Unifying Generator Loss Function for Generative Adversarial Networks

no code implementations • 14 Aug 2023 • Justin Veiner, Fady Alajaji, Bahman Gharesifard

A unifying $\alpha$-parametrized generator loss function is introduced for a dual-objective generative adversarial network (GAN), which uses a canonical (or classical) discriminator loss function such as the one in the original GAN (VanillaGAN) system.

Generative Adversarial Network