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diffeomorphism approximation

2 papers

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Co-occurring keywords · papers mentioning both

geometric controllability (1) smooth manifold (1) invertible neural network (1) coupling flow (1) neural surrogate model (1) neural surrogate (1) neural ordinary differential equation (1) bayesian optimization (1) universal approximation (1) manifold learning (1)

Papers

Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs L4DC 2023 Para-CFlows: C^k-universal diffeomorphism approximators as superior neural surrogates NeurIPS 2022