research
∙
06/11/2020
Neural Ordinary Differential Equations on Manifolds
Normalizing flows are a powerful technique for obtaining reparameterizab...
share
research
∙
03/07/2019
Reparameterizing Distributions on Lie Groups
Reparameterizable densities are an important way to learn probability di...
research
∙
12/27/2018
Topological Constraints on Homeomorphic Auto-Encoding
When doing representation learning on data that lives on a known non-tri...
research
∙
07/12/2018
Explorations in Homeomorphic Variational Auto-Encoding
The manifold hypothesis states that many kinds of high-dimensional data ...
research
∙
04/03/2018
