Edit Profile (opens in new tab) Pock, Thomas Co-Author Distance Author ID: pock.thomas Published as: Pock, Thomas; Pock, T. Documents Indexed: 37 Publications since 2008 3 Contributions as Editor Co-Authors: 47 Co-Authors with 40 Joint Publications 1,365 Co-Co-Authors all top 5 Co-Authors 0 single-authored 14 Chambolle, Antonin 7 Ochs, Peter 5 Brox, Thomas 4 Bredies, Kristian 3 Bischof, Horst 3 Cremers, Daniel 3 Effland, Alexander 3 Kobler, Erich 3 Kunisch, Karl 3 Ranftl, René 2 Chen, Yunjin 2 Sabach, Shoham 2 Wirth, Benedikt 1 Bayer, Jason D. 1 Bogensperger, Lea 1 Bruna, Joan 1 Caselles Costa, Vicent 1 Dosovitskiy, Alexey 1 Gillette, Karli 1 Grabner, Markus 1 Grandits, Thomas 1 Gross, Tobias 1 Haber, Eldad 1 Hintermüller, Michael 1 Kainz, Bernhard 1 Kolmogorov, Vladimir 1 Kuijper, Arjan 1 Kutyniok, Gitta 1 Lasinger, Katrin 1 Lorenz, Dirk Alfred 1 Malitsky, Yura 1 Mukkamala, Mahesh Chandra 1 Neic, Aurel 1 Novaga, Matteo 1 Pinetz, Thomas 1 Plank, Gernot 1 Rajković, Marko 1 Rolínek, Michal 1 Rumpf, Martin 1 Schindler, Konrad 1 Schnörr, Christoph 1 Steidl, Gabriele 1 Valkonen, Tuomo 1 Valqui Vidal, René Victor 1 Vigmond, Edward J. 1 Vogel, Christoph 1 Zebedin, Lukas all top 5 Serials 12 Journal of Mathematical Imaging and Vision 10 SIAM Journal on Imaging Sciences 2 SIAM Journal on Optimization 2 SIAM Journal on Mathematics of Data Science 1 Journal of Computational Physics 1 Numerische Mathematik 1 SIAM Journal on Mathematical Analysis 1 Mathematical Programming. Series A. Series B 1 International Journal of Computer Vision 1 IEEE Transactions on Image Processing 1 Acta Numerica 1 Lecture Notes in Computer Science 1 SMAI Journal of Computational Mathematics all top 5 Fields 23 Calculus of variations and optimal control; optimization (49-XX) 23 Numerical analysis (65-XX) 19 Computer science (68-XX) 16 Operations research, mathematical programming (90-XX) 14 Information and communication theory, circuits (94-XX) 4 Real functions (26-XX) 3 General and overarching topics; collections (00-XX) 3 Operator theory (47-XX) 3 Differential geometry (53-XX) 2 Partial differential equations (35-XX) 2 Biology and other natural sciences (92-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Convex and discrete geometry (52-XX) 1 Statistics (62-XX) 1 Fluid mechanics (76-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 35 Publications have been cited 2,454 times in 1,593 Documents Cited by ▼ Year ▼ A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217Chambolle, Antonin; Pock, Thomas 870 2011 Total generalized variation. Zbl 1195.49025Bredies, Kristian; Kunisch, Karl; Pock, Thomas 322 2010 An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063Lorenz, Dirk A.; Pock, Thomas 195 2015 iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas 138 2014 On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035Chambolle, Antonin; Pock, Thomas 136 2016 An introduction to continuous optimization for imaging. Zbl 1343.65064Chambolle, Antonin; Pock, Thomas 125 2016 An introduction to total variation for image analysis. Zbl 1209.94004Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas 109 2010 A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053Kunisch, Karl; Pock, Thomas 62 2013 On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas 59 2015 A convex approach to minimal partitions. Zbl 1256.49040Chambolle, Antonin; Cremers, Daniel; Pock, Thomas 53 2012 iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219Ochs, Peter; Brox, Thomas; Pock, Thomas 52 2015 Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109Pock, Thomas; Sabach, Shoham 50 2016 Global solutions of variational models with convex regularization. Zbl 1202.49031Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin 37 2010 A first-order primal-dual algorithm with linesearch. Zbl 1390.49033Malitsky, Yura; Pock, Thomas 36 2018 Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065Chen, Yunjin; Ranftl, René; Pock, Thomas 23 2014 A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170Chambolle, Antonin; Pock, Thomas 22 2015 A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018Bredies, Kristian; Pock, Thomas; Wirth, Benedikt 18 2015 Crouzeix-Raviart approximation of the total variation on simplicial meshes. Zbl 1486.49062Chambolle, Antonin; Pock, Thomas 15 2020 Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas 14 2016 Variational networks: an optimal control approach to early stopping variational methods for image restoration. Zbl 1434.68626Effland, Alexander; Kobler, Erich; Kunisch, Karl; Pock, Thomas 14 2020 Total variation on a tree. Zbl 1367.68331Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal 13 2016 Bilevel optimization with nonsmooth lower level problems. Zbl 1444.94018Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas 13 2015 Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063Bredies, Kristian; Pock, Thomas; Wirth, Benedikt 12 2013 Convex-concave backtracking for inertial Bregman proximal gradient algorithms in nonconvex optimization. Zbl 1486.90147Mukkamala, Mahesh Chandra; Ochs, Peter; Pock, Thomas; Sabach, Shoham 11 2020 Total roto-translational variation. Zbl 1418.53004Chambolle, Antonin; Pock, Thomas 10 2019 Approximating the total variation with finite differences or finite elements. Zbl 1491.65046Chambolle, Antonin; Pock, Thomas 10 2021 Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080Valkonen, Tuomo; Pock, Thomas 8 2017 A convex variational model for learning convolutional image atoms from incomplete data. Zbl 1434.68625Chambolle, A.; Holler, M.; Pock, T. 8 2020 Learning consistent discretizations of the total variation. Zbl 1477.49047Chambolle, Antonin; Pock, Thomas 6 2021 Adaptive FISTA for nonconvex optimization. Zbl 1461.65180Ochs, Peter; Pock, Thomas 4 2019 An inverse eikonal method for identifying ventricular activation sequences from epicardial activation maps. Zbl 07507252Grandits, Thomas; Gillette, Karli; Neic, Aurel; Bayer, Jason; Vigmond, Edward; Pock, Thomas; Plank, Gernot 3 2020 TGV-fusion. Zbl 1327.68324Pock, Thomas; Zebedin, Lukas; Bischof, Horst 2 2011 Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard 2 2008 Shared prior learning of energy-based models for image reconstruction. Zbl 07430671Pinetz, Thomas; Kobler, Erich; Pock, Thomas; Effland, Alexander 1 2021 Image morphing in deep feature spaces: theory and applications. Zbl 07358840Effland, Alexander; Kobler, Erich; Pock, Thomas; Rajković, Marko; Rumpf, Martin 1 2021 Approximating the total variation with finite differences or finite elements. Zbl 1491.65046Chambolle, Antonin; Pock, Thomas 10 2021 Learning consistent discretizations of the total variation. Zbl 1477.49047Chambolle, Antonin; Pock, Thomas 6 2021 Shared prior learning of energy-based models for image reconstruction. Zbl 07430671Pinetz, Thomas; Kobler, Erich; Pock, Thomas; Effland, Alexander 1 2021 Image morphing in deep feature spaces: theory and applications. Zbl 07358840Effland, Alexander; Kobler, Erich; Pock, Thomas; Rajković, Marko; Rumpf, Martin 1 2021 Crouzeix-Raviart approximation of the total variation on simplicial meshes. Zbl 1486.49062Chambolle, Antonin; Pock, Thomas 15 2020 Variational networks: an optimal control approach to early stopping variational methods for image restoration. Zbl 1434.68626Effland, Alexander; Kobler, Erich; Kunisch, Karl; Pock, Thomas 14 2020 Convex-concave backtracking for inertial Bregman proximal gradient algorithms in nonconvex optimization. Zbl 1486.90147Mukkamala, Mahesh Chandra; Ochs, Peter; Pock, Thomas; Sabach, Shoham 11 2020 A convex variational model for learning convolutional image atoms from incomplete data. Zbl 1434.68625Chambolle, A.; Holler, M.; Pock, T. 8 2020 An inverse eikonal method for identifying ventricular activation sequences from epicardial activation maps. Zbl 07507252Grandits, Thomas; Gillette, Karli; Neic, Aurel; Bayer, Jason; Vigmond, Edward; Pock, Thomas; Plank, Gernot 3 2020 Total roto-translational variation. Zbl 1418.53004Chambolle, Antonin; Pock, Thomas 10 2019 Adaptive FISTA for nonconvex optimization. Zbl 1461.65180Ochs, Peter; Pock, Thomas 4 2019 A first-order primal-dual algorithm with linesearch. Zbl 1390.49033Malitsky, Yura; Pock, Thomas 36 2018 Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080Valkonen, Tuomo; Pock, Thomas 8 2017 On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035Chambolle, Antonin; Pock, Thomas 136 2016 An introduction to continuous optimization for imaging. Zbl 1343.65064Chambolle, Antonin; Pock, Thomas 125 2016 Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109Pock, Thomas; Sabach, Shoham 50 2016 Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas 14 2016 Total variation on a tree. Zbl 1367.68331Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal 13 2016 An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063Lorenz, Dirk A.; Pock, Thomas 195 2015 On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas 59 2015 iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219Ochs, Peter; Brox, Thomas; Pock, Thomas 52 2015 A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170Chambolle, Antonin; Pock, Thomas 22 2015 A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018Bredies, Kristian; Pock, Thomas; Wirth, Benedikt 18 2015 Bilevel optimization with nonsmooth lower level problems. Zbl 1444.94018Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas 13 2015 iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas 138 2014 Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065Chen, Yunjin; Ranftl, René; Pock, Thomas 23 2014 A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053Kunisch, Karl; Pock, Thomas 62 2013 Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063Bredies, Kristian; Pock, Thomas; Wirth, Benedikt 12 2013 A convex approach to minimal partitions. Zbl 1256.49040Chambolle, Antonin; Cremers, Daniel; Pock, Thomas 53 2012 A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217Chambolle, Antonin; Pock, Thomas 870 2011 TGV-fusion. Zbl 1327.68324Pock, Thomas; Zebedin, Lukas; Bischof, Horst 2 2011 Total generalized variation. Zbl 1195.49025Bredies, Kristian; Kunisch, Karl; Pock, Thomas 322 2010 An introduction to total variation for image analysis. Zbl 1209.94004Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas 109 2010 Global solutions of variational models with convex regularization. Zbl 1202.49031Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin 37 2010 Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard 2 2008 all cited Publications top 5 cited Publications all top 5 Cited by 2,243 Authors 35 Schönlieb, Carola-Bibiane 27 Boţ, Radu Ioan 26 Osher, Stanley Joel 26 Pock, Thomas 26 Shehu, Yekini 26 Steidl, Gabriele 25 Zeng, Tie Yong 23 Bredies, Kristian 22 Valkonen, Tuomo 21 Chambolle, Antonin 20 Csetnek, Ernö Robert 20 Tai, Xuecheng 19 Burger, Martin 19 Li, Wuchen 18 Dong, Qiaoli 18 Yuan, Xiaoming 17 Han, Deren 17 Huang, Ting-Zhu 14 Attouch, Hedy 14 Bonettini, Silvia 14 Cremers, Daniel 14 Shen, Lixin 14 Wu, Chunlin 13 Bartels, Sören 13 Dong, Yiqiu 13 Ng, Michael Kwok-Po 13 Tran Dinh Quoc 12 Chan, Raymond Hon-Fu 12 Fadili, Jalal M. 12 Lellmann, Jan 12 Mewomo, Oluwatosin Temitope 12 Weinmann, Andreas 12 Zhang, Xiaoqun 11 Cai, Xingju 11 Cholamjiak, Prasit 11 Gilboa, Guy 11 Hintermüller, Michael 11 Holler, Martin 11 Jolaoso, Lateef Olakunle 11 Jung, Miyoun 11 Kunisch, Karl 11 Laghrib, Amine 11 Ochs, Peter 11 Pang, Zhifeng 11 Tang, Yuchao 10 Calatroni, Luca 10 Chen, Ke 10 Cholamjiak, Watcharaporn 10 Duan, Yuping 10 Gibali, Aviv 10 Kumam, Poom 10 Liang, Jingwei 10 Liu, Siting 10 Nikolova, Mila 10 Papadakis, Nicolas 10 Park, Jongho 10 Peyré, Gabriel 10 Prato, Marco 10 Storath, Martin 10 Zhao, Xile 9 De los Reyes, Juan Carlos 9 Dong, Bin 9 Rebegoldi, Simone 9 Yin, Wotao 8 Aujol, Jean-François 8 Briceño-Arias, Luis M. 8 Iyiola, Olaniyi Samuel 8 Lan, Guanghui 8 Lee, Chang-Ock 8 Lou, Yifei 8 Lu, Jian 8 Möller, Michael 8 Öktem, Ozan 8 Pereyra, Marcelo 8 Pesquet, Jean-Christophe 8 Ruggiero, Valeria 8 Schnörr, Christoph 8 Suantai, Suthep 8 Sun, Hongpeng 8 Wu, Zhongming 7 Alakoya, Timilehin Opeyemi 7 Bergmann, Ronny 7 Condat, Laurent 7 Ehrhardt, Matthias Joachim 7 Fitschen, Jan Henrik 7 Hadri, Aissam 7 He, Hongjin 7 Herzog, Roland 7 Iglesias, José Antonio 7 Kang, Myungjoo 7 Kolehmainen, Ville 7 Li, Fang 7 Ma, Feng 7 Patrinos, Panagiotis 7 Vaiter, Samuel 7 Wu, Tingting 6 Ahookhosh, Masoud 6 Arridge, Simon R. 6 Bach, Francis R. 6 Bae, Egil ...and 2,143 more Authors all top 5 Cited in 230 Serials 147 SIAM Journal on Imaging Sciences 118 Journal of Mathematical Imaging and Vision 74 SIAM Journal on Optimization 71 Inverse Problems 71 Journal of Scientific Computing 49 Computational Optimization and Applications 46 Inverse Problems and Imaging 38 Mathematical Programming. Series A. Series B 36 Journal of Optimization Theory and Applications 24 Optimization 23 Applied Mathematics and Computation 23 Journal of Computational and Applied Mathematics 23 International Journal of Computer Vision 22 Journal of Global Optimization 21 Computers & Mathematics with Applications 21 Numerical Algorithms 21 SIAM Journal on Scientific Computing 20 Mathematical Problems in Engineering 18 Computational and Applied Mathematics 16 Applied Numerical Mathematics 15 Applied Mathematical Modelling 15 Journal of Inequalities and Applications 15 Journal of Machine Learning Research (JMLR) 14 Applied Mathematics and Optimization 14 SIAM Journal on Numerical Analysis 14 Applied and Computational Harmonic Analysis 14 Advances in Computational Mathematics 14 Optimization Methods & Software 14 Optimization Letters 12 Journal of Computational Physics 12 Mathematics of Computation 12 International Journal of Computer Mathematics 9 Foundations of Computational Mathematics 9 SIAM Journal on Mathematics of Data Science 8 Numerische Mathematik 8 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM 7 Journal of the Franklin Institute 7 SIAM Journal on Applied Mathematics 7 Journal of Inverse and Ill-Posed Problems 7 Inverse Problems in Science and Engineering 7 Journal of Fixed Point Theory and Applications 7 Set-Valued and Variational Analysis 7 Journal of the Operations Research Society of China 6 Automatica 6 Multidimensional Systems and Signal Processing 6 Pattern Recognition 6 ETNA. Electronic Transactions on Numerical Analysis 6 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 6 Optimization and Engineering 6 Journal of Applied Mathematics and Computing 6 Journal of Industrial and Management Optimization 6 OJMO. Open Journal of Mathematical Optimization 5 Applicable Analysis 5 BIT 5 Calcolo 5 Information Sciences 5 Mathematics of Operations Research 5 Journal of Convex Analysis 5 Mathematical Programming Computation 4 Journal of Mathematical Analysis and Applications 4 Numerical Functional Analysis and Optimization 4 SIAM Journal on Control and Optimization 4 SIAM Journal on Mathematical Analysis 4 SIAM Review 4 Vietnam Journal of Mathematics 4 Mathematical Methods of Operations Research 4 International Journal of Wavelets, Multiresolution and Information Processing 4 Acta Numerica 4 Fixed Point Theory and Applications 4 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 4 EURO Journal on Computational Optimization 3 Archive for Rational Mechanics and Analysis 3 The Annals of Statistics 3 Demonstratio Mathematica 3 Results in Mathematics 3 Linear Algebra and its Applications 3 Computational Statistics and Data Analysis 3 Informatica (Vilnius) 3 Acta Mathematica Sinica. English Series 3 Nonlinear Analysis. Real World Applications 3 Nonlinear Functional Analysis and Applications 3 Thai Journal of Mathematics 3 Analysis and Applications (Singapore) 3 Advances in Difference Equations 3 International Journal of Numerical Analysis and Modeling 3 Oberwolfach Reports 3 Annali dell’Università di Ferrara. Sezione VII. Scienze Matematiche 3 Computational & Mathematical Methods in Medicine 3 Advances in Calculus of Variations 3 Numerical Mathematics: Theory, Methods and Applications 3 Science China. Mathematics 3 Journal of Computational and Graphical Statistics 3 East Asian Journal on Applied Mathematics 3 Iranian Journal of Numerical Analysis and Optimization 3 Research in the Mathematical Sciences 3 Journal of Nonlinear and Variational Analysis 2 Chaos, Solitons and Fractals 2 Annali di Matematica Pura ed Applicata. Serie Quarta 2 Journal of Differential Equations 2 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods ...and 130 more Serials all top 5 Cited in 44 Fields 836 Numerical analysis (65-XX) 703 Operations research, mathematical programming (90-XX) 573 Information and communication theory, circuits (94-XX) 423 Calculus of variations and optimal control; optimization (49-XX) 418 Computer science (68-XX) 237 Operator theory (47-XX) 130 Partial differential equations (35-XX) 108 Statistics (62-XX) 105 Biology and other natural sciences (92-XX) 33 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 27 Real functions (26-XX) 24 Harmonic analysis on Euclidean spaces (42-XX) 24 Functional analysis (46-XX) 21 Differential geometry (53-XX) 19 Systems theory; control (93-XX) 18 Ordinary differential equations (34-XX) 17 Mechanics of deformable solids (74-XX) 16 Linear and multilinear algebra; matrix theory (15-XX) 15 Probability theory and stochastic processes (60-XX) 15 Optics, electromagnetic theory (78-XX) 14 Global analysis, analysis on manifolds (58-XX) 13 Dynamical systems and ergodic theory (37-XX) 11 Convex and discrete geometry (52-XX) 10 Combinatorics (05-XX) 10 Integral transforms, operational calculus (44-XX) 9 Fluid mechanics (76-XX) 8 Geophysics (86-XX) 7 Integral equations (45-XX) 6 Approximations and expansions (41-XX) 5 General and overarching topics; collections (00-XX) 5 Geometry (51-XX) 5 Statistical mechanics, structure of matter (82-XX) 3 Measure and integration (28-XX) 3 Several complex variables and analytic spaces (32-XX) 3 General topology (54-XX) 3 Mechanics of particles and systems (70-XX) 3 Quantum theory (81-XX) 2 Algebraic geometry (14-XX) 2 Mathematics education (97-XX) 1 History and biography (01-XX) 1 Potential theory (31-XX) 1 Manifolds and cell complexes (57-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year