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06/06/2023
Globally injective and bijective neural operators
Recently there has been great interest in operator learning, where netwo...
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10/02/2022
Deep Invertible Approximation of Topologically Rich Maps between Manifolds
How can we design neural networks that allow for stable universal approx...
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10/08/2021
Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows
We analyze neural networks composed of bijective flows and injective exp...
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06/15/2020