research
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12/20/2022
Identifying latent distances with Finslerian geometry
Riemannian geometry provides powerful tools to explore the latent space ...
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09/04/2022
Computing geometric feature sizes for algebraic manifolds
We introduce numerical algebraic geometry methods for computing lower bo...
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02/12/2020
Variational Autoencoders with Riemannian Brownian Motion Priors
Variational Autoencoders (VAEs) represent the given data in a low-dimens...
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08/20/2019