Fast Approximate Geodesics for Deep Generative Models

Nutan Chen, Francesco Ferroni, Alexej Klushyn +3

The length of the geodesic between two data points along a Riemannian manifold, induced by a deep generative model, yields a principled measure of similarity. Current approaches ar…