Jamal Toutouh

Population-Based Multi-Objective Training of Discriminators for Semi-Supervised GANs

Francisco Sedeño, Francisco Chicano, Jamal Toutouh

Semi-supervised generative adversarial networks (SSL-GANs) can exploit large unlabeled datasets while retaining a classifier in the discriminator, but their training is often unstable. This paper proposes a population-based evolutionary training strategy in which discriminator le…Read more