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1508.07243
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Bilevel parameter learning for higher-order total variation regularisation models
28 August 2015
J. D. L. Reyes
C. -B. Schönlieb
T. Valkonen
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Papers citing
"Bilevel parameter learning for higher-order total variation regularisation models"
14 / 14 papers shown
Title
On Optimal Regularization Parameters via Bilevel Learning
Matthias Joachim Ehrhardt
S. Gazzola
S. J. Scott
99
4
0
28 May 2023
Learning Sparsity-Promoting Regularizers using Bilevel Optimization
Avrajit Ghosh
Michael T. McCann
Madeline Mitchell
S. Ravishankar
71
5
0
18 Jul 2022
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks
B. Afkham
Julianne Chung
Matthias Chung
58
49
0
14 Apr 2021
A General Descent Aggregation Framework for Gradient-based Bi-level Optimization
Risheng Liu
Pan Mu
Xiaoming Yuan
Shangzhi Zeng
Jin Zhang
AI4CE
131
36
0
16 Feb 2021
Consistency analysis of bilevel data-driven learning in inverse problems
Neil K. Chada
C. Schillings
Xin T. Tong
Simon Weissmann
67
8
0
06 Jul 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton
Risheng Liu
Pan Mu
Xiaoming Yuan
Shangzhi Zeng
Jin Zhang
78
131
0
07 Jun 2020
Parametric Majorization for Data-Driven Energy Minimization Methods
Jonas Geiping
Michael Moeller
129
4
0
17 Aug 2019
Learning the Sampling Pattern for MRI
Ferdia Sherry
Martin Benning
J. D. L. Reyes
M. Graves
G. Maierhofer
Guy B. Williams
Carola-Bibiane Schönlieb
Matthias Joachim Ehrhardt
MedIm
126
71
0
20 Jun 2019
A total variation based regularizer promoting piecewise-Lipschitz reconstructions
Martin Burger
Yury Korolev
Carola-Bibiane Schönlieb
Christiane Stollenwerk
45
5
0
12 Mar 2019
Solving ill-posed inverse problems using iterative deep neural networks
J. Adler
Ozan Oktem
113
617
0
13 Apr 2017
Acceleration of the PDHGM on strongly convex subspaces
T. Valkonen
Thomas Pock
37
7
0
20 Nov 2015
Diffusion tensor imaging with deterministic error bounds
A. Gorokh
Yury Korolev
T. Valkonen
22
1
0
07 Sep 2015
Bilevel approaches for learning of variational imaging models
L. Calatroni
C. Chung
J. D. L. Reyes
Carola-Bibiane Schönlieb
T. Valkonen
148
92
0
08 May 2015
The structure of optimal parameters for image restoration problems
J. D. L. Reyes
Carola-Bibiane Schönlieb
T. Valkonen
88
53
0
08 May 2015
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