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Andreas Kofler

Learning Spatially Adaptive $\ell_1$-Norms Weights for Convolutional Synthesis Regularization

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Mar 12, 2025
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Deep unrolling for learning optimal spatially varying regularisation parameters for Total Generalised Variation

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Feb 23, 2025
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MR imaging in the low-field: Leveraging the power of machine learning

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Jan 28, 2025
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NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps

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Sep 27, 2023
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Quantitative MR Image Reconstruction using Parameter-Specific Dictionary Learning with Adaptive Dictionary-Size and Sparsity-Level Choice

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Aug 07, 2023
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PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction

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Jun 19, 2023
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Unrolled three-operator splitting for parameter-map learning in Low Dose X-ray CT reconstruction

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Apr 17, 2023
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Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks

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Jun 09, 2022
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Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks

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Mar 04, 2022
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An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction

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Feb 01, 2021
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