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Author ID: pock.thomas Recent zbMATH articles by "Pock, Thomas"
Published as: Pock, Thomas; Pock, T.

Publications by Year

Citations contained in zbMATH Open

40 Publications have been cited 3,081 times in 1,999 Documents Cited by Year
A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217
Chambolle, Antonin; Pock, Thomas
2011
Total generalized variation. Zbl 1195.49025
Bredies, Kristian; Kunisch, Karl; Pock, Thomas
373
2010
An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063
Lorenz, Dirk A.; Pock, Thomas
241
2015
An introduction to continuous optimization for imaging. Zbl 1343.65064
Chambolle, Antonin; Pock, Thomas
181
2016
On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035
Chambolle, Antonin; Pock, Thomas
177
2016
iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094
Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas
176
2014
An introduction to total variation for image analysis. Zbl 1209.94004
Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas
128
2010
A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053
Kunisch, Karl; Pock, Thomas
78
2013
Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109
Pock, Thomas; Sabach, Shoham
72
2016
On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078
Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas
71
2015
iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219
Ochs, Peter; Brox, Thomas; Pock, Thomas
61
2015
A convex approach to minimal partitions. Zbl 1256.49040
Chambolle, Antonin; Cremers, Daniel; Pock, Thomas
57
2012
A first-order primal-dual algorithm with linesearch. Zbl 1390.49033
Malitsky, Yura; Pock, Thomas
52
2018
Global solutions of variational models with convex regularization. Zbl 1202.49031
Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin
41
2010
Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065
Chen, Yunjin; Ranftl, René; Pock, Thomas
32
2014
A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170
Chambolle, Antonin; Pock, Thomas
28
2015
Scale space and variational methods in computer vision. 4th international conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2–6, 2013. Proceedings. Zbl 1362.68014
26
2013
Convex-concave backtracking for inertial Bregman proximal gradient algorithms in nonconvex optimization. Zbl 1486.90147
Mukkamala, Mahesh Chandra; Ochs, Peter; Pock, Thomas; Sabach, Shoham
20
2020
A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
20
2015
Bilevel optimization with nonsmooth lower level problems. Zbl 1444.94018
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
19
2015
Crouzeix-Raviart approximation of the total variation on simplicial meshes. Zbl 1486.49062
Chambolle, Antonin; Pock, Thomas
19
2020
Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
17
2016
Total variation on a tree. Zbl 1367.68331
Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal
16
2016
Variational networks: an optimal control approach to early stopping variational methods for image restoration. Zbl 1434.68626
Effland, Alexander; Kobler, Erich; Kunisch, Karl; Pock, Thomas
16
2020
Approximating the total variation with finite differences or finite elements. Zbl 1491.65046
Chambolle, Antonin; Pock, Thomas
13
2021
Total roto-translational variation. Zbl 1418.53004
Chambolle, Antonin; Pock, Thomas
13
2019
Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
12
2013
Learning consistent discretizations of the total variation. Zbl 1477.49047
Chambolle, Antonin; Pock, Thomas
11
2021
Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080
Valkonen, Tuomo; Pock, Thomas
10
2017
A convex variational model for learning convolutional image atoms from incomplete data. Zbl 1434.68625
Chambolle, A.; Holler, M.; Pock, T.
8
2020
Adaptive FISTA for nonconvex optimization. Zbl 1461.65180
Ochs, Peter; Pock, Thomas
5
2019
TGV-fusion. Zbl 1327.68324
Pock, Thomas; Zebedin, Lukas; Bischof, Horst
3
2011
Posterior-variance-based error quantification for inverse problems in imaging. Zbl 1539.68355
Narnhofer, Dominik; Habring, Andreas; Holler, Martin; Pock, Thomas
3
2024
An inverse eikonal method for identifying ventricular activation sequences from epicardial activation maps. Zbl 07507252
Grandits, Thomas; Gillette, Karli; Neic, Aurel; Bayer, Jason; Vigmond, Edward; Pock, Thomas; Plank, Gernot
3
2020
Image morphing in deep feature spaces: theory and applications. Zbl 1524.65095
Effland, Alexander; Kobler, Erich; Pock, Thomas; Rajković, Marko; Rumpf, Martin
3
2021
Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310
Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard
2
2008
Shared prior learning of energy-based models for image reconstruction. Zbl 1538.65158
Pinetz, Thomas; Kobler, Erich; Pock, Thomas; Effland, Alexander
2
2021
Time discrete geodesics in deep feature spaces for image morphing. Zbl 07808230
Effland, Alexander; Kobler, Erich; Pock, Thomas; Rumpf, Martin
1
2019
Convergence of a piggyback-style method for the differentiation of solutions of standard saddle-point problems. Zbl 1495.90204
Bogensperger, Lea; Chambolle, Antonin; Pock, Thomas
1
2022
Subgradient Langevin methods for sampling from nonsmooth potentials. Zbl 07938969
Habring, Andreas; Holler, Martin; Pock, Thomas
1
2024
Posterior-variance-based error quantification for inverse problems in imaging. Zbl 1539.68355
Narnhofer, Dominik; Habring, Andreas; Holler, Martin; Pock, Thomas
3
2024
Subgradient Langevin methods for sampling from nonsmooth potentials. Zbl 07938969
Habring, Andreas; Holler, Martin; Pock, Thomas
1
2024
Convergence of a piggyback-style method for the differentiation of solutions of standard saddle-point problems. Zbl 1495.90204
Bogensperger, Lea; Chambolle, Antonin; Pock, Thomas
1
2022
Approximating the total variation with finite differences or finite elements. Zbl 1491.65046
Chambolle, Antonin; Pock, Thomas
13
2021
Learning consistent discretizations of the total variation. Zbl 1477.49047
Chambolle, Antonin; Pock, Thomas
11
2021
Image morphing in deep feature spaces: theory and applications. Zbl 1524.65095
Effland, Alexander; Kobler, Erich; Pock, Thomas; Rajković, Marko; Rumpf, Martin
3
2021
Shared prior learning of energy-based models for image reconstruction. Zbl 1538.65158
Pinetz, Thomas; Kobler, Erich; Pock, Thomas; Effland, Alexander
2
2021
Convex-concave backtracking for inertial Bregman proximal gradient algorithms in nonconvex optimization. Zbl 1486.90147
Mukkamala, Mahesh Chandra; Ochs, Peter; Pock, Thomas; Sabach, Shoham
20
2020
Crouzeix-Raviart approximation of the total variation on simplicial meshes. Zbl 1486.49062
Chambolle, Antonin; Pock, Thomas
19
2020
Variational networks: an optimal control approach to early stopping variational methods for image restoration. Zbl 1434.68626
Effland, Alexander; Kobler, Erich; Kunisch, Karl; Pock, Thomas
16
2020
A convex variational model for learning convolutional image atoms from incomplete data. Zbl 1434.68625
Chambolle, A.; Holler, M.; Pock, T.
8
2020
An inverse eikonal method for identifying ventricular activation sequences from epicardial activation maps. Zbl 07507252
Grandits, Thomas; Gillette, Karli; Neic, Aurel; Bayer, Jason; Vigmond, Edward; Pock, Thomas; Plank, Gernot
3
2020
Total roto-translational variation. Zbl 1418.53004
Chambolle, Antonin; Pock, Thomas
13
2019
Adaptive FISTA for nonconvex optimization. Zbl 1461.65180
Ochs, Peter; Pock, Thomas
5
2019
Time discrete geodesics in deep feature spaces for image morphing. Zbl 07808230
Effland, Alexander; Kobler, Erich; Pock, Thomas; Rumpf, Martin
1
2019
A first-order primal-dual algorithm with linesearch. Zbl 1390.49033
Malitsky, Yura; Pock, Thomas
52
2018
Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080
Valkonen, Tuomo; Pock, Thomas
10
2017
An introduction to continuous optimization for imaging. Zbl 1343.65064
Chambolle, Antonin; Pock, Thomas
181
2016
On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035
Chambolle, Antonin; Pock, Thomas
177
2016
Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109
Pock, Thomas; Sabach, Shoham
72
2016
Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
17
2016
Total variation on a tree. Zbl 1367.68331
Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal
16
2016
An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063
Lorenz, Dirk A.; Pock, Thomas
241
2015
On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078
Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas
71
2015
iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219
Ochs, Peter; Brox, Thomas; Pock, Thomas
61
2015
A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170
Chambolle, Antonin; Pock, Thomas
28
2015
A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
20
2015
Bilevel optimization with nonsmooth lower level problems. Zbl 1444.94018
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
19
2015
iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094
Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas
176
2014
Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065
Chen, Yunjin; Ranftl, René; Pock, Thomas
32
2014
A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053
Kunisch, Karl; Pock, Thomas
78
2013
Scale space and variational methods in computer vision. 4th international conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2–6, 2013. Proceedings. Zbl 1362.68014
26
2013
Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
12
2013
A convex approach to minimal partitions. Zbl 1256.49040
Chambolle, Antonin; Cremers, Daniel; Pock, Thomas
57
2012
A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217
Chambolle, Antonin; Pock, Thomas
2011
TGV-fusion. Zbl 1327.68324
Pock, Thomas; Zebedin, Lukas; Bischof, Horst
3
2011
Total generalized variation. Zbl 1195.49025
Bredies, Kristian; Kunisch, Karl; Pock, Thomas
373
2010
An introduction to total variation for image analysis. Zbl 1209.94004
Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas
128
2010
Global solutions of variational models with convex regularization. Zbl 1202.49031
Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin
41
2010
Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310
Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard
2
2008
all top 5

Cited by 2,755 Authors

43 Schönlieb, Carola-Bibiane
36 Shehu, Yekini
32 Zeng, Tie Yong
31 Boţ, Radu Ioan
29 Pock, Thomas
27 Chambolle, Antonin
27 Osher, Stanley Joel
27 Steidl, Gabriele
27 Tai, Xuecheng
25 Valkonen, Tuomo
24 Bredies, Kristian
24 Han, Deren
22 Csetnek, Ernö Robert
22 Li, Wuchen
20 Burger, Martin
20 Dong, Qiaoli
20 Ng, Michael Kwok-Po
19 Yuan, Xiaoming
18 Laghrib, Amine
18 Wu, Chunlin
17 Huang, Ting-Zhu
16 Attouch, Hedy
16 Bonettini, Silvia
16 Chan, Raymond Hon-Fu
16 Holler, Martin
15 Cai, Xingju
15 Shen, Lixin
15 Tang, Yuchao
14 Bartels, Sören
14 Cholamjiak, Prasit
14 Cremers, Daniel
14 Ehrhardt, Matthias Joachim
14 Zhang, Xiaoqun
13 Dong, Yiqiu
13 Jolaoso, Lateef Olakunle O.
13 Park, Jongho
13 Pereyra, Marcelo
13 Rebegoldi, Simone
13 Tran Dinh Quoc
12 Calatroni, Luca
12 Fadili, Jalal M.
12 Gilboa, Guy
12 Jung, Miyoun
12 Kumam, Poom
12 Lellmann, Jan
12 Mewomo, Oluwatosin Temitope
12 Ochs, Peter
12 Prato, Marco
12 Weinmann, Andreas
11 Aujol, Jean-François
11 Briceño-Arias, Luis M.
11 Cholamjiak, Watcharaporn
11 Duan, Yuping
11 Gibali, Aviv
11 Hadri, Aissam
11 Hintermüller, Michael
11 Iyiola, Olaniyi Samuel
11 Kunisch, Karl
11 Liang, Jingwei
11 Liu, Siting
11 Lou, Yifei
11 Pang, Zhifeng
11 Papadakis, Nicolas
11 Sun, Hongpeng
11 Yao, Jen-Chih
11 Zhang, Wenxing
11 Zhao, Xile
10 Afraites, Lekbir
10 Chen, Ke
10 De los Reyes, Juan Carlos
10 He, Hongjin
10 Möller, Michael
10 Nachaoui, Mourad
10 Peyré, Gabriel
10 Storath, Martin
10 Wu, Zhongming
10 Yang, Junfeng
9 Benning, Martin
9 Dong, Bin
9 Lan, Guanghui
9 Lee, Chang-Ock
9 Nikolova, Mila
9 Öktem, Ozan
9 Vaiter, Samuel
9 Wen, Youwei
9 Yin, Wotao
8 Banert, Sebastian
8 Choi, Jae Kyu
8 Gao, Yiming
8 Giselsson, Pontus
8 Lorenz, Dirk Alfred
8 Lu, Jian
8 Patrinos, Panagiotis
8 Pesquet, Jean-Christophe
8 Ruggiero, Valeria
8 Rumpf, Martin
8 Schnörr, Christoph
8 Suantai, Suthep
8 Xu, Yuesheng
7 Adamu, Abubakar
...and 2,655 more Authors
all top 5

Cited in 267 Serials

172 SIAM Journal on Imaging Sciences
132 Journal of Mathematical Imaging and Vision
90 SIAM Journal on Optimization
86 Inverse Problems
85 Journal of Scientific Computing
61 Computational Optimization and Applications
57 Inverse Problems and Imaging
51 Journal of Optimization Theory and Applications
51 Mathematical Programming. Series A. Series B
33 Optimization
32 Numerical Algorithms
31 Journal of Computational and Applied Mathematics
30 Journal of Global Optimization
25 SIAM Journal on Scientific Computing
24 Computers & Mathematics with Applications
23 Applied Mathematics and Computation
23 International Journal of Computer Vision
23 Computational and Applied Mathematics
21 Mathematical Problems in Engineering
20 Applied Numerical Mathematics
19 Applied Mathematics and Optimization
19 Journal of Machine Learning Research (JMLR)
18 Journal of Inequalities and Applications
17 SIAM Journal on Numerical Analysis
17 Optimization Methods & Software
16 Applied Mathematical Modelling
16 Applied and Computational Harmonic Analysis
16 Optimization Letters
15 Advances in Computational Mathematics
14 Journal of Computational Physics
13 Mathematics of Computation
12 International Journal of Computer Mathematics
12 SIAM Journal on Mathematics of Data Science
11 Mathematical Methods in the Applied Sciences
11 Journal of Industrial and Management Optimization
11 Set-Valued and Variational Analysis
10 Journal of Inverse and Ill-Posed Problems
10 Foundations of Computational Mathematics
9 Numerische Mathematik
8 Journal of the Franklin Institute
8 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
8 Journal of Applied Mathematics and Computing
8 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM
7 Applicable Analysis
7 Multidimensional Systems and Signal Processing
7 SIAM Journal on Applied Mathematics
7 SIAM Journal on Mathematical Analysis
7 Optimization and Engineering
7 Inverse Problems in Science and Engineering
7 Journal of Fixed Point Theory and Applications
7 Mathematical Programming Computation
7 Journal of the Operations Research Society of China
6 Automatica
6 Calcolo
6 Numerical Functional Analysis and Optimization
6 Journal of Computational Mathematics
6 Pattern Recognition
6 ETNA. Electronic Transactions on Numerical Analysis
6 Journal of Convex Analysis
6 Mathematical Methods of Operations Research
6 Numerical Mathematics: Theory, Methods and Applications
6 Journal of Nonlinear and Variational Analysis
6 OJMO. Open Journal of Mathematical Optimization
5 Journal of Mathematical Analysis and Applications
5 BIT
5 Information Sciences
5 Mathematics of Operations Research
5 SIAM Journal on Control and Optimization
5 SIAM Review
5 Analysis and Applications (Singapore)
5 Acta Numerica
5 Oberwolfach Reports
5 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
5 GAMM-Mitteilungen
4 International Journal for Numerical Methods in Engineering
4 Rendiconti del Circolo Matemàtico di Palermo. Serie II
4 Computational Statistics and Data Analysis
4 Vietnam Journal of Mathematics
4 Communications in Nonlinear Science and Numerical Simulation
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Fixed Point Theory and Applications
4 Annali dell’Università di Ferrara. Sezione VII. Scienze Matematiche
4 Journal of Computational and Graphical Statistics
4 EURO Journal on Computational Optimization
4 Communications on Applied Mathematics and Computation
3 Archive for Rational Mechanics and Analysis
3 The Annals of Statistics
3 Demonstratio Mathematica
3 Results in Mathematics
3 Mathematica Numerica Sinica
3 Operations Research Letters
3 Computers & Operations Research
3 Neural Networks
3 Linear Algebra and its Applications
3 Calculus of Variations and Partial Differential Equations
3 Numerical Linear Algebra with Applications
3 The Journal of Fourier Analysis and Applications
3 Informatica (Vilnius)
3 Acta Mathematica Sinica. English Series
3 Nonlinear Analysis. Real World Applications
...and 167 more Serials
all top 5

Cited in 45 Fields

1,032 Numerical analysis (65-XX)
912 Operations research, mathematical programming (90-XX)
689 Information and communication theory, circuits (94-XX)
551 Computer science (68-XX)
525 Calculus of variations and optimal control; optimization (49-XX)
300 Operator theory (47-XX)
161 Partial differential equations (35-XX)
139 Statistics (62-XX)
123 Biology and other natural sciences (92-XX)
41 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
35 Real functions (26-XX)
34 Functional analysis (46-XX)
26 Harmonic analysis on Euclidean spaces (42-XX)
26 Mechanics of deformable solids (74-XX)
25 Systems theory; control (93-XX)
24 Differential geometry (53-XX)
21 Dynamical systems and ergodic theory (37-XX)
19 Ordinary differential equations (34-XX)
18 Linear and multilinear algebra; matrix theory (15-XX)
18 Global analysis, analysis on manifolds (58-XX)
17 Probability theory and stochastic processes (60-XX)
16 Optics, electromagnetic theory (78-XX)
12 Fluid mechanics (76-XX)
11 Combinatorics (05-XX)
11 Integral transforms, operational calculus (44-XX)
9 Convex and discrete geometry (52-XX)
8 Integral equations (45-XX)
8 Statistical mechanics, structure of matter (82-XX)
8 Geophysics (86-XX)
7 General and overarching topics; collections (00-XX)
6 Approximations and expansions (41-XX)
5 Geometry (51-XX)
5 Quantum theory (81-XX)
4 Several complex variables and analytic spaces (32-XX)
3 Measure and integration (28-XX)
3 General topology (54-XX)
3 Mechanics of particles and systems (70-XX)
2 Algebraic geometry (14-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Mathematics education (97-XX)
1 History and biography (01-XX)
1 Potential theory (31-XX)
1 Special functions (33-XX)
1 Manifolds and cell complexes (57-XX)
1 Astronomy and astrophysics (85-XX)

Citations by Year