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NoMADS SIGNED

Nonlocal Methods for Arbitrary Data Sources

Total Cost €

EC-Contrib. €

Partnership

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NoMADS project word cloud

Explore the words cloud of the NoMADS project. It provides you a very rough idea of what is the project "NoMADS" about.

discrete ing arising fundamental such mathematics imposed restricted size international context overarching structured nonlocal software principles investigations computational combinatorial smoothness data limits stability world efficient gaps remote vision science discover theme algorithms relationships unstructured medicine nomads gap spectral sensing noisy independent academic society graph practical direct mainly group clouds image fill theories theory playground networks pet continuous convolutional operators mathematical optimisation imaging computer quality offers resolution techniques statistics engineering biology view partitioning last input point characterisation neural biomedical gained clustering models potentially

Project "NoMADS" data sheet

The following table provides information about the project.

Coordinator	FRIEDRICH-ALEXANDER-UNIVERSITAET ERLANGEN NUERNBERG Organization address address: SCHLOSSPLATZ 4 city: ERLANGEN postcode: 91054 website: www.uni-erlangen.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Germany [DE]
Total cost	1˙111˙500 €
EC max contribution	1˙111˙500 € (100%)
Programme	1. H2020-EU.1.3.3. (Stimulating innovation by means of cross-fertilisation of knowledge)
Code Call	H2020-MSCA-RISE-2017
Funding Scheme	MSCA-RISE
Starting year	2018
Duration (year-month-day)	from 2018-03-01 to 2022-02-28

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	FRIEDRICH-ALEXANDER-UNIVERSITAET ERLANGEN NUERNBERG FRIEDRICH-ALEXANDER-UNIVERSITAET ERLANGEN NUERNBERG Organization address address: SCHLOSSPLATZ 4 city: ERLANGEN postcode: 91054 website: www.uni-erlangen.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (ERLANGEN)	coordinator	144˙000.00
2	THE CHANCELLOR MASTERS AND SCHOLARSOF THE UNIVERSITY OF CAMBRIDGE THE CHANCELLOR MASTERS AND SCHOLARSOF THE UNIVERSITY OF CAMBRIDGE Organization address address: TRINITY LANE THE OLD SCHOOLS city: CAMBRIDGE postcode: CB2 1TN website: www.cam.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (CAMBRIDGE)	participant	238˙500.00
3	UNIVERSITEIT TWENTE UNIVERSITEIT TWENTE Organization address address: DRIENERLOLAAN 5 city: ENSCHEDE postcode: 7522 NB website: www.utwente.nl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (ENSCHEDE)	participant	112˙500.00
4	WESTFAELISCHE WILHELMS-UNIVERSITAET MUENSTER WESTFAELISCHE WILHELMS-UNIVERSITAET MUENSTER Organization address address: SCHLOSSPLATZ 2 city: MUENSTER postcode: 48149 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUENSTER)	participant	90˙000.00
5	UNIVERSITE DE BORDEAUX UNIVERSITE DE BORDEAUX Organization address address: PLACE PEY BERLAND 35 city: BORDEAUX postcode: 33000 website: www.nouvelle-univ-bordeaux.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (BORDEAUX)	participant	76˙500.00
6	ECOLE NATIONALE SUPERIEURE D'INGENIEURS DE CAEN ECOLE NATIONALE SUPERIEURE D'INGENIEURS DE CAEN Organization address address: BOULEVARD MARECHAL JUIN 6 city: CAEN postcode: 14050 website: www.ensicaen.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (CAEN)	participant	54˙000.00
7	INSTITUTO SUPERIOR TECNICO INSTITUTO SUPERIOR TECNICO Organization address address: AVENIDA ROVISCO PAIS 1 city: LISBOA postcode: 1049-001 website: www.ist.utl.pt contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PT (LISBOA)	participant	54˙000.00
8	THE UNIVERSITY OF NOTTINGHAM THE UNIVERSITY OF NOTTINGHAM Organization address address: University Park city: NOTTINGHAM postcode: NG7 2RD website: www.nottingham.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (NOTTINGHAM)	participant	45˙000.00
9	ECOLE POLYTECHNIQUE ECOLE POLYTECHNIQUE Organization address address: ROUTE DE SACLAY city: PALAISEAU CEDEX postcode: 91128 website: http://www.polytechnique.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PALAISEAU CEDEX)	participant	40˙500.00
10	UNIVERSITA DEGLI STUDI DI GENOVA UNIVERSITA DEGLI STUDI DI GENOVA Organization address address: VIA BALBI 5 city: GENOVA postcode: 16126 website: www.unige.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (GENOVA)	participant	40˙500.00
11	TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY Organization address address: SENATE BUILDING TECHNION CITY city: HAIFA postcode: 32000 website: www.technion.ac.il contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IL (HAIFA)	participant	36˙000.00
12	TECHNISCHE UNIVERSITEIT DELFT TECHNISCHE UNIVERSITEIT DELFT Organization address address: STEVINWEG 1 city: DELFT postcode: 2628 CN website: www.tudelft.nl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (DELFT)	participant	36˙000.00
13	UNIVERSITE DE CAEN NORMANDIE UNIVERSITE DE CAEN NORMANDIE Organization address address: ESPLANADE DE LA PAIX city: CAEN CEDEX 5 postcode: 14032 website: www.unicaen.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (CAEN CEDEX 5)	participant	36˙000.00
14	UNIVERSITE LYON 1 CLAUDE BERNARD UNIVERSITE LYON 1 CLAUDE BERNARD Organization address address: BOULEVARD DU 11 NOVEMBRE 1918 NUM43 city: VILLEURBANNE CEDEX postcode: 69622 website: www.univ-Iyon1.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (VILLEURBANNE CEDEX)	participant	31˙500.00
15	CAMELOT BIOMEDICAL SYSTEMS SRL CAMELOT BIOMEDICAL SYSTEMS SRL Organization address address: VIA PONTE REALE 2/20 city: GENOVA postcode: 16124 website: http://www.camelotbio.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (GENOVA)	participant	27˙000.00
16	MEDIGUIDE LTD MEDIGUIDE LTD Organization address address: MATAM city: HAIFA postcode: 3190500 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IL (HAIFA)	participant	27˙000.00
17	UNIVERSIDAD POMPEU FABRA UNIVERSIDAD POMPEU FABRA Organization address address: PLACA DE LA MERCE, 10-12 city: BARCELONA postcode: 8002 website: www.upf.edu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (BARCELONA)	participant	22˙500.00
18	ASTRAZENECA UK LIMITED ASTRAZENECA UK LIMITED Organization address address: 1 FRANCIS CRICK AVENUE CAMBRIDGE BIOMEDICAL CAMPUS city: CAMBRIDGE postcode: CB2 0AA website: http://www.astrazeneca.com/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (CAMBRIDGE)	participant	0.00
19	CLINICAL SCIENCE SYSTEMS CLINICAL SCIENCE SYSTEMS Organization address address: RIJNSBURGERWEG 10 city: LEIDEN postcode: 2333 AA website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (LEIDEN)	participant	0.00
20	CLK GMBH CLK GMBH Organization address address: ZUR STEINKUHLE 3 city: ALTENBERGE postcode: 48341 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (ALTENBERGE)	participant	0.00
21	DATEXIM DATEXIM Organization address address: 51 AVENUE DE LA COTE DE NACRE PERICENTRE 5 city: CAEN postcode: 14000 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (CAEN)	participant	0.00
22	POLITECNICO DI MILANO POLITECNICO DI MILANO Organization address address: PIAZZA LEONARDO DA VINCI 32 city: MILANO postcode: 20133 website: www.polimi.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MILANO)	participant	0.00
23	THE MATHWORKS LIMITED THE MATHWORKS LIMITED Organization address address: MATRIX HOUSE COWLEY PARK city: CAMBRIDGE CAMBS postcode: CB4 0HH website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (CAMBRIDGE CAMBS)	participant	0.00
24	CARNEGIE MELLON UNIVERSITY CARNEGIE MELLON UNIVERSITY Organization address address: FORBES AVENUE 5000 city: PITTSBURGH postcode: 15213 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (PITTSBURGH)	partner	0.00
25	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA THE REGENTS OF THE UNIVERSITY OF CALIFORNIA Organization address address: FRANKLIN STREET 1111, 12 FLOOR city: OAKLAND CA postcode: 94607 website: http://www.universityofcalifornia.edu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (OAKLAND CA)	partner	0.00

Map

Project objective

In NoMADS we focus on data processing and analysis techniques which can feature potentially very complex, nonlocal, relationships within the data. In this context, methodologies such as spectral clustering, graph partitioning, and convolutional neural networks have gained increasing attention in computer science and engineering within the last years, mainly from a combinatorial point of view. However, the use of nonlocal methods is often still restricted to academic pet projects. There is a large gap between the academic theories for nonlocal methods and their practical application to real-world problems. The reason these methods work so well in practice is far from fully understood. Our aim is to bring together a strong international group of researchers from mathematics (applied and computational analysis, statistics, and optimisation), computer vision, biomedical imaging, and remote sensing, to fill the current gaps between theory and applications of nonlocal methods. We will study discrete and continuous limits of nonlocal models by means of mathematical analysis and optimisation techniques, resulting in investigations on scale-independent properties of such methods, such as imposed smoothness of these models and their stability to noisy input data, as well as the development of resolution-independent, efficient and reliable computational techniques which scale well with the size of the input data. As an overarching applied theme we focus in particular on image data arising in biology and medicine, which offers a rich playground for structured data processing and has direct impact on society, as well as discrete point clouds, which represent an ambitious target for unstructured data processing. Our long-term vision is to discover fundamental mathematical principles for the characterisation of nonlocal operators, the development of new robust and efficient algorithms, and the implementation of those in high quality software products for real-world application.

Deliverables

List of deliverables.
Publication of elaborated Wikipedia articles for nonlocal methods	Websites, patent fillings, videos etc.	2020-03-09 16:08:58
Publication of online lecture notes on nonlocal methods for different audiences	Websites, patent fillings, videos etc.	2020-03-09 16:06:07

Take a look to the deliverables list in detail: detailed list of NoMADS deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2018	Angelica I. Aviles-Rivero, Guy Williams, Martin J. Graves, Carola-Bibiane Schonlieb Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction published pages: , ISSN: , DOI:	Joint Annual Meeting ISMRM-ESMRMB	2020-04-15
2020	Ester Hait-Fraenkel, Guy Gilboa Numeric Solutions of Eigenvalue Problems for Generic Nonlinear Operators published pages: , ISSN: , DOI:		2020-04-15
2020	Ke, Rihuan; Bugeau, AurÃ©lie; Papadakis, Nicolas; Schuetz, Peter; SchÃ¶nlieb, Carola-Bibiane A multi-task U-net for segmentation with lazy labels published pages: , ISSN: , DOI:	International Conference on Learning Representations	2020-04-15
2019	Derek Driggs, Matthias J. Ehrhardt, Carola-Bibiane SchÃ¶nlieb Accelerating Variance-Reduced Stochastic Gradient Methods published pages: , ISSN: , DOI:		2020-04-15
2019	Nicole Muecke, Gergely Neu, Lorenzo Rosasco Beating SGD Saturation with Tail-Averaging and Minibatching published pages: , ISSN: , DOI:	Advances in Neural Information Processing Systems 32 (NIPS 2019)	2020-04-15
2019	NicolÃ² Pagliana, Lorenzo Rosasco Implicit Regularization of Accelerated Methods in Hilbert Spaces published pages: , ISSN: , DOI:		2020-04-15
2020	Leon Bungert, Yury Korolev, Martin Burger Structural analysis of an L-infinity variational problem and relations to distance functions published pages: , ISSN: , DOI:		2020-04-15
2020	Simone Parisotto, Simon Masnou, Carola-Bibiane SchÃ¶nlieb Higher-Order Total Directional Variation: Analysis published pages: 474-496, ISSN: 1936-4954, DOI: 10.1137/19m1239210	SIAM Journal on Imaging Sciences 13/1	2020-04-15
2019	Angelica I. Aviles-Rivero, Nicolas Papadakis, Ruoteng Li, Samar M Alsaleh, Robby T Tan, Carola-Bibiane SchÃ¶nlieb Beyond Supervised Classification: Extreme Minimal Supervision with the Graph 1-Laplacian published pages: , ISSN: , DOI:		2020-04-15
2020	Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph; Vaiter, Samuel Block based refitting in $ell_{12}$ sparse regularisation published pages: , ISSN: 0924-9907, DOI:	Journal of Mathematical Imaging and Vision tba	2020-04-15
2020	Daniele Calandriello, Luigi Carratino, Alessandro Lazaric, Michal Valko, Lorenzo Rosasco Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification published pages: , ISSN: , DOI:		2020-04-15
2019	Luca Calatroni, Guillaume Garrigos, Lorenzo Rosasco, Silvia Villa Accelerated iterative regularization via dual diagonal descent published pages: , ISSN: , DOI:		2020-04-15
2019	Martin Benning, Elena Celledoni, Matthias J. Ehrhardt, Brynjulf Owren, Carola-Bibiane SchÃ¶nlieb Deep learning as optimal control problems: Models and numerical methods published pages: 171-198, ISSN: 2158-2505, DOI: 10.3934/jcd.2019009	Journal of Computational Dynamics 6/2	2020-04-15
2019	Driggs, Derek, Liang, Jingwei, SchÃ¶nlieb, Carola-Bibiane On the Bias-Variance Tradeoff in Stochastic Gradient Methods published pages: , ISSN: , DOI:		2020-04-15
2019	Ferdia Sherry, Martin Benning, Juan Carlos De los Reyes, Martin J. Graves, Georg Maierhofer, Guy Williams, Carola-Bibiane SchÃ¶nlieb, Matthias J. Ehrhardt Learning the Sampling Pattern for MRI published pages: , ISSN: , DOI:		2020-04-15
2019	Enrico Cecini, Ernesto De Vito, Lorenzo Rosasco Multi-Scale Vector Quantization with Reconstruction Trees published pages: , ISSN: , DOI:		2020-04-15
2020	Leonie L. Zeune, Yoeri E. Boink, Guus van Dalum, Afroditi Nanou, Sanne de Wit, Kiki C. Andree, Joost F. Swennenhuis, Stephan A. van Gils, Leon W.M.M. Terstappen, Christoph Brune Deep learning of circulating tumour cells published pages: 124-133, ISSN: 2522-5839, DOI: 10.1038/s42256-020-0153-x	Nature Machine Intelligence 2/2	2020-04-15
2020	Lara Raad, Maria Oliver, Coloma Ballester, Gloria Haro, Enric Meinhardt On Anisotropic Optical Flow Inpainting Algorithms published pages: , ISSN: 2105-1232, DOI: 10.5201/ipol	Image Processing On Line	2020-04-15
2020	Buet, Blanche; Leonardi, Gian Paolo; Masnou, Simon Weak and approximate curvatures of a measure: a varifold perspective published pages: , ISSN: , DOI:		2020-04-15
2020	L M Kreusser, R I McLachlan, C Offen Detection of high codimensional bifurcations in variational PDEs published pages: 2335-2363, ISSN: 0951-7715, DOI: 10.1088/1361-6544/ab7293	Nonlinearity 33/5	2020-04-15
2020	JosÃ© A. Carrillo, Bertram DÃ¼ring, Lisa Maria Kreusser, Carola-Bibiane SchÃ¶nlieb Equilibria of an anisotropic nonlocal interaction equation: Analysis and numerics published pages: , ISSN: , DOI:		2020-04-15
2019	Etmann, Christian; Lunz, Sebastian; Maass, Peter; SchÃ¶nlieb, Carola-Bibiane On the Connection Between Adversarial Robustness and Saliency Map Interpretability published pages: 1823-1832, ISSN: , DOI:	Proceedings of the 36th International Conference on Machine Learning 97	2020-04-15
2019	Pan Liu, Carola-Bibiane SchÃ¶nlieb Learning optimal orders of the underlying Euclidean norm in total variation image denoising published pages: , ISSN: , DOI:		2020-04-15
2019	Yoeri E. Boink, Christoph Brune Learned SVD: solving inverse problems via hybrid autoencoding published pages: , ISSN: 1936-4954, DOI:	SIAM Journal on Imaging Sciences (SIIMS)	2020-04-15
2018	Sebastian Lunz, Ozan Ã–ktem, Carola-Bibiane SchÃ¶nlieb Adversarial regularizers in inverse problems, Advances in Neural Information Processing Systems published pages: , ISSN: , DOI:	Advances in Neural Information Processing Systems 31 (NIPS 2018) 31	2020-04-15
2019	Salzo, Saverio; Villa, Silvia Parallel Random Block-Coordinate Forward-Backward Algorithm: A Unified Convergence Analysis published pages: , ISSN: , DOI:		2020-04-15
2019	Elisa Maiettini, Giulia Pasquale, Lorenzo Rosasco, Lorenzo Natale On-line object detection: a robotics challenge published pages: , ISSN: 0929-5593, DOI: 10.1007/s10514-019-09894-9	Autonomous Robots	2020-04-15
2019	Tenbrinck, Daniel; Gaede, Fjedor; Burger, Martin Variational Graph Methods for Efficient Point Cloud Sparsification published pages: , ISSN: , DOI:		2020-04-15
2019	Veronica Corona, Martin Benning, Lynn F. Gladden, Andi Reci, Andrew J. Sederman, Carola-Bibiane Schoenlieb Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data published pages: , ISSN: , DOI:		2020-04-15
2019	Calandriello, Daniele; Carratino, Luigi; Lazaric, Alessandro; Valko, Michal; Rosasco, Lorenzo Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret published pages: , ISSN: 2640-3498, DOI:	Conference on Learning Theory 99	2020-04-15
2019	Ernesto De Vito, Nicole MÃ¼cke, Lorenzo Rosasco Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces published pages: , ISSN: , DOI:		2020-04-15
2020	Pierrick Chatillon, Coloma Ballester History-based anomaly detector: an adversarial approach to anomaly detection published pages: , ISSN: , DOI:		2020-04-15
2019	Caroccia, Marco; Chambolle, Antonin; SlepÄev, Dejan MUMFORD -SHAH FUNCTIONALS ON GRAPHS AND THEIR ASYMPTOTICS published pages: , ISSN: , DOI:		2020-04-07
2019	Martin Burger, Yury Korolev, Simone Parisotto, Carola-Bibiane SchÃ¶nlieb Total Variation Regularisation with Spatially Variable Lipschitz Constraints published pages: , ISSN: , DOI:		2020-04-07
2019	Bergmann, Ronny; Herzog, Roland; Tenbrinck, Daniel; Vidal-NÃºÃ±ez, JosÃ© Fenchel Duality Theory and A Primal-Dual Algorithm on Riemannian Manifolds published pages: , ISSN: , DOI:		2020-04-07
2019	Lorenzo Rosasco, Silvia Villa, Báº±ng CÃ´ng VÅ© Convergence of Stochastic Proximal Gradient Algorithm published pages: , ISSN: 0095-4616, DOI: 10.1007/s00245-019-09617-7	Applied Mathematics & Optimization	2020-04-07
2020	Bungert, Leon; Burger, Martin; Chambolle, Antonin; Novaga, Matteo Nonlinear Spectral Decompositions by Gradient Flows of One-Homogeneous Functionals published pages: , ISSN: , DOI:		2020-04-07
2019	Oliver M. Crook, Tim Hurst, Carola-Bibiane SchÃ¶nlieb, Matthew Thorpe, Konstantinos C. Zygalakis PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds published pages: , ISSN: , DOI:		2020-04-07
2019	Matthew M. Dunlop, Dejan SlepÄev, Andrew M. Stuart, Matthew Thorpe Large data and zero noise limits of graph-based semi-supervised learning algorithms published pages: , ISSN: 1063-5203, DOI: 10.1016/j.acha.2019.03.005	Applied and Computational Harmonic Analysis	2020-04-07
2020	Patricia Vitoria, Lara Raad, Coloma Ballester ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution published pages: , ISSN: , DOI:	2020 IEEE Winter Conference on Applications of Computer Vision (WACV)	2020-04-07
2019	Papadakis, Nicolas Approximation of Wasserstein distance with Transshipment published pages: , ISSN: , DOI:		2020-04-07
2019	Lisa Maria Kreusser, Stanley J. Osher, Bao Wang A Deterministic Approach to Avoid Saddle Points published pages: , ISSN: , DOI:		2020-04-07
2019	Budd, Jeremy; van Gennip, Yves Graph MBO as a semi-discrete implicit Euler scheme for graph Allen-Cahn published pages: , ISSN: , DOI:	18	2020-04-04
2019	Maik Drechsler, Lukas F. Lang, Layla Al-Khatib, Hendrik Dirks, Martin Burger, Carola-Bibiane SchÃ¶nlieb, Isabel M. Palacios Optical flow analysis reveals that Kinesin-mediated advection impacts on the orientation of microtubules in the Drosophila oocyte published pages: , ISSN: , DOI: 10.1101/556043		2020-04-04
2019	Matthew Thorpe, Yves van Gennip Deep Limits of Residual Neural Networks published pages: , ISSN: , DOI:		2020-04-04
2019	Mihai Cucuringu, Andrea Pizzoferrato, Yves van Gennip An MBO scheme for clustering and semi-supervised clustering of signed networks published pages: , ISSN: , DOI:		2020-04-04
2019	ArbuÃ©s-SangÃ¼esa, AdriÃ ; Haro, Gloria; Ballester, Coloma Multi-Person Tracking By Multi-Scale Detection in Basketball Scenarios published pages: , ISSN: , DOI: 10.21427/63bf-4y98	IMVIP 2019: Irish Machine Vision & Image Processing	2020-04-04
2019	Blaine Keetch, Yves van Gennip A Max-Cut approximation using a graph based MBO scheme published pages: 6091-6139, ISSN: 1553-524X, DOI: 10.3934/dcdsb.2019132	Discrete & Continuous Dynamical Systems - B 24/11	2020-04-04
2019	Luca Calatroni, Kostas Papafitsoros Analysis and automatic parameter selection of a variational model for mixed Gaussian and salt-and-pepper noise removal published pages: 114001, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab291a	Inverse Problems 35/11	2020-04-04
2020	Bozorgnia, Farid Approximation of the second eigenvalue of the $p$-Laplace operator in symmetric domains published pages: , ISSN: , DOI:	9	2020-04-04
2020	Philip Sellars, Angelica I. Aviles-Rivero, Carola-Bibiane Schonlieb Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification published pages: 1-14, ISSN: 0196-2892, DOI: 10.1109/tgrs.2019.2961599	IEEE Transactions on Geoscience and Remote Sensing	2020-04-01
2020	NoÃ©mie Debroux, John Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola-Bibiane SchÃ¶nlieb A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis published pages: 351-380, ISSN: 1936-4954, DOI: 10.1137/19m1271907	SIAM Journal on Imaging Sciences 13/1	2020-04-01
2019	Simon Arridge, Peter Maass, Ozan Ã–ktem, Carola-Bibiane SchÃ¶nlieb Solving inverse problems using data-driven models published pages: 1-174, ISSN: 0962-4929, DOI: 10.1017/s0962492919000059	Acta Numerica 28	2020-04-01
2019	Blanche Buet, Jean-Marie Mirebeau, Yves van Gennip, FranÃ§ois Desquilbet, Johann Dreo, FrÃ©dÃ©ric Barbaresco, Gian Paolo Leonardi, Simon Masnou, Carola-Bibiane SchÃ¶nlieb Partial differential equations and variational methods for geometric processing of images published pages: 109-128, ISSN: 2426-8399, DOI: 10.5802/smai-jcm.55	The SMAI journal of computational mathematics S5	2020-04-01
2019	Veronica Corona, Martin Benning, Matthias J Ehrhardt, Lynn F Gladden, Richard Mair, Andi Reci, Andrew J Sederman, Stefanie Reichelt, Carola-Bibiane SchÃ¶nlieb Enhancing joint reconstruction and segmentation with non-convex Bregman iteration published pages: 55001, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab0b77	Inverse Problems 35/5	2020-04-01
2019	Xiaohao Cai, Raymond Chan, Carola-Bibiane SchÃ¶nlieb, Gabriele Steidl, Tieyong Zeng Linkage Between Piecewise Constant Mumford--Shah Model and Rudin--Osher--Fatemi Model and Its Virtue in Image Segmentation published pages: B1310-B1340, ISSN: 1064-8275, DOI: 10.1137/18m1202980	SIAM Journal on Scientific Computing 41/6	2020-04-01
2019	Matthias J Ehrhardt, Pawel Markiewicz, Carola-Bibiane SchÃ¶nlieb Faster PET reconstruction with non-smooth priors by randomization and preconditioning published pages: 225019, ISSN: 1361-6560, DOI: 10.1088/1361-6560/ab3d07	Physics in Medicine & Biology 64/22	2020-04-01
2018	Yosra Hafiene, Jalal Fadili, Abderrahim Elmoataz Nonlocal $p$-Laplacian Evolution Problems on Graphs published pages: 1064-1090, ISSN: 0036-1429, DOI: 10.1137/17m1123596	SIAM Journal on Numerical Analysis 56/2	2020-04-01
2020	Yosra Hafiene, Jalal M. Fadili, Christophe Chesneau, Abderrahim Elmoataz Continuum limit of the nonlocal p -Laplacian evolution problem on random inhomogeneous graphs published pages: 565-589, ISSN: 0764-583X, DOI: 10.1051/m2an/2019066	ESAIM: Mathematical Modelling and Numerical Analysis 54/2	2020-04-01
2019	Leon Bungert, Martin Burger Asymptotic profiles of nonlinear homogeneous evolution equations of gradient flow type published pages: , ISSN: 1424-3199, DOI: 10.1007/s00028-019-00545-1	Journal of Evolution Equations	2020-04-01
2020	Veronica Corona, Jan Lellmann, Peter Nestor, Carolaâ€Bibiane SchÃ¶nlieb, Julio Acostaâ€Cabronero A multiâ€contrast MRI approach to thalamus segmentation published pages: , ISSN: 1065-9471, DOI: 10.1002/hbm.24933	Human Brain Mapping	2020-04-01
2020	Yiqiu Dong, Carola-Bibiane SchÃ¶nlieb TOMOGRAPHIC RECONSTRUCTION WITH SPATIALLY VARYING PARAMETER SELECTION published pages: , ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab72d4	Inverse Problems	2020-04-01
2019	Daniel Heydecker, Georg Maierhofer, Angelica I. Aviles-Rivero, Qingnan Fan, Dongdong Chen, Carola-Bibiane Schonlieb, Sabine Susstrunk Mirror, Mirror, on the Wall, Whoâ€™s Got the Clearest Image of Them All?â€”A Tailored Approach to Single Image Reflection Removal published pages: 6185-6197, ISSN: 1057-7149, DOI: 10.1109/tip.2019.2923559	IEEE Transactions on Image Processing 28/12	2020-04-01
2019	JosÃ© A. Carrillo, Bertram DÃ¼ring, Lisa Maria Kreusser, Carola-Bibiane SchÃ¶nlieb Stability Analysis of Line Patterns of an Anisotropic Interaction Model published pages: 1798-1845, ISSN: 1536-0040, DOI: 10.1137/18m1181638	SIAM Journal on Applied Dynamical Systems 18/4	2020-04-01
2020	Fabio Anselmi, Micah M. Murray, Benedetta Franceschiello A computational model for grid maps in neural populations published pages: , ISSN: 0929-5313, DOI: 10.1007/s10827-020-00742-9	Journal of Computational Neuroscience	2020-04-01
2019	Lukas F. Lang, Sebastian Neumayer, Ozan Ã–ktem, Carola-Bibiane SchÃ¶nlieb Template-Based Image Reconstruction from Sparse Tomographic Data published pages: , ISSN: 0095-4616, DOI: 10.1007/s00245-019-09573-2	Applied Mathematics & Optimization	2020-04-01
2020	Jonathan Williams, Carola-Bibiane Schonlieb, Tom Swinfield, Juheon Lee, Xiaohao Cai, Lan Qie, David A. Coomes 3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm published pages: 754-776, ISSN: 0196-2892, DOI: 10.1109/tgrs.2019.2940146	IEEE Transactions on Geoscience and Remote Sensing 58/2	2020-04-01
2020	Martin Benning, Erlend Skaldehaug Riis, Carola-Bibiane SchÃ¶nlieb Bregman Itohâ€“Abe Methods for Sparse Optimisation published pages: , ISSN: 0924-9907, DOI: 10.1007/s10851-020-00944-x	Journal of Mathematical Imaging and Vision	2020-04-01
2020	M Burger, E Resmerita, M Benning An entropic Landweber method for linear ill-posed problems published pages: 15009, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab5c49	Inverse Problems 36/1	2020-04-01
2019	Robert Tovey, Martin Benning, Christoph Brune, Marinus J Lagerwerf, Sean M Collins, Rowan K Leary, Paul A Midgley, Carola-Bibiane SchÃ¶nlieb Directional sinogram inpainting for limited angle tomography published pages: 24004, ISSN: 0266-5611, DOI: 10.1088/1361-6420/aaf2fe	Inverse Problems 35/2	2020-04-01
2019	Yves van Gennip Graph MBO on Star Graphs and Regular Trees. With Corrections to DOI 10.1007/s00032-014-0216-8 published pages: 141-168, ISSN: 1424-9286, DOI: 10.1007/s00032-019-00296-1	Milan Journal of Mathematics 87/1	2020-03-24
2018	Jean-Franois Aujol, Guy Gilboa, Nicolas Papadakis Theoretical Analysis of Flows Estimating Eigenfunctions of One-Homogeneous Functionals published pages: 1416-1440, ISSN: 1936-4954, DOI: 10.1137/17m1139126	SIAM Journal on Imaging Sciences 11/2	2020-03-24
2019	Leon Bungert, Martin Burger Solution paths of variational regularization methods for inverse problems published pages: 105012, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab1d71	Inverse Problems 35/10	2020-03-24
2019	Guillaume Garrigos, Lorenzo Rosasco, Silvia Villa Thresholding gradient methods in Hilbert spaces: support identification and linear convergence published pages: , ISSN: 1292-8119, DOI: 10.1051/cocv/2019011	ESAIM: Control, Optimisation and Calculus of Variations	2020-03-24
2019	Patricia Vitoria, Coloma Ballester Automatic Flare Spot Artifact Detection and Removal in Photographs published pages: 515-533, ISSN: 0924-9907, DOI: 10.1007/s10851-018-0859-0	Journal of Mathematical Imaging and Vision 61/4	2020-03-24
2018	Vadim Fedorov, Coloma Ballester An Affine Invariant Patch Similarity published pages: 490-513, ISSN: 2105-1232, DOI: 10.5201/ipol.2018.202	Image Processing On Line 8	2020-03-24
2018	Luca Calatroni, Marie dâ€™Autume, Rob Hocking, Stella Panayotova, Simone Parisotto, Paola Ricciardi, Carola-Bibiane SchÃ¶nlieb Unveiling the invisible: mathematical methods for restoring and interpreting illuminated manuscripts published pages: , ISSN: 2050-7445, DOI: 10.1186/s40494-018-0216-z	Heritage Science 6/1	2020-03-24
2019	Simone Parisotto, Luca Calatroni, Marco Caliari, Carola-Bibiane SchÃ¶nlieb, Joachim Weickert Anisotropic osmosis filtering for shadow removal in images published pages: 54001, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab08d2	Inverse Problems 35/5	2020-03-24
2019	Ferran P. Gamonal, Coloma Ballester, Gloria Haro, Enric Meinhardt-Llopis, Roberto P. Palomares An Analysis and Speedup of the FALDOI Method for Optical Flow Estimation published pages: 94-123, ISSN: 2105-1232, DOI: 10.5201/ipol.2019.238	Image Processing On Line 9	2020-03-24
2019	Tal Feld, Jean-FranÃ§ois Aujol, Guy Gilboa, Nicolas Papadakis Rayleigh quotient minimization for absolutely one-homogeneous functionals published pages: 64003, ISSN: 0266-5611, DOI: 10.1088/1361-6420/ab0cb2	Inverse Problems 35/6	2020-03-24

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