Quantifying Manifolds: Do the manifolds learned by Generative Adversarial Networks converge to the real data manifold

Anupam Chaudhuri, Anj Simmons, Mohamed Abdelrazek

This paper presents our experiments to quantify the manifolds learned by ML models (in our experiment, we use a GAN model) as they train. We compare the manifolds learned at each e…