no code implementations • 30 Jan 2021 • Jakob Stolberg-Larsen, Stefan Sommer
In this work we define the general class of Atlas Generative Models (AGMs), models with hybrid discrete-continuous latent space that estimate an atlas on the underlying data manifold together with a partition of unity on the data space.