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