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Sebastian Neumayer

Iteratively Refined Image Reconstruction with Learned Attentive Regularizers

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Jul 09, 2024
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Stability of Data-Dependent Ridge-Regularization for Inverse Problems

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Jun 18, 2024
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Wasserstein Gradient Flows for Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces

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Feb 07, 2024
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Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms

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Aug 21, 2023
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On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks

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Mar 31, 2023
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A Neural-Network-Based Convex Regularizer for Image Reconstruction

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Nov 22, 2022
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Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions

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Oct 28, 2022
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Stability of image reconstruction algorithms

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Jun 14, 2022
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Approximation of Lipschitz Functions using Deep Spline Neural Networks

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Apr 13, 2022
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Convolutional Proximal Neural Networks and Plug-and-Play Algorithms

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Nov 04, 2020
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