Manifold Learning Benefits GANs

Yao Ni, Piotr Koniusz, Richard Hartley +1

In this paper, we improve Generative Adversarial Networks by incorporating a manifold learning step into the discriminator. We consider locality-constrained linear and subspace-bas…