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06/26/2023
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images
Late gadolinium enhancement (LGE) cardiac magnetic resonance (CMR) imagi...
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06/02/2023
Convergence analysis of equilibrium methods for inverse problems
Recently, the use of deep equilibrium methods has emerged as a new appro...
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02/17/2023
Convergence rates for critical point regularization
Tikhonov regularization involves minimizing the combination of a data di...
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04/20/2020
Sparse aNETT for Solving Inverse Problems with Deep Learning
We propose a sparse reconstruction framework (aNETT) for solving inverse...
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02/01/2020
Deep synthesis regularization of inverse problems
Recently, a large number of efficient deep learning methods for solving ...
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08/08/2019