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10/26/2022
Adaptive scaling of the learning rate by second order automatic differentiation
In the context of the optimization of Deep Neural Networks, we propose t...
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06/06/2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction
In this paper we introduce CorticalFlow, a new geometric deep-learning m...
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10/05/2020
Off-the-grid data-driven optimization of sampling schemes in MRI
We propose a novel learning based algorithm to generate efficient and ph...
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09/10/2019
Approximation of curves with piecewise constant or piecewise linear functions
In this paper we compute the Hausdorff distance between sets of continuo...
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12/11/2018
Convex Regularization and Representer Theorems
We establish a result which states that regularizing an inverse problem ...
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06/26/2018