Lars Ruthotto

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Suautori

Eldad HaberProfessor of Mathematics and Geophysics UBCPotvrđena adresa e-pošte na eoas.ubc.ca
Martin BurgerFriedrich-Alexander Universität Erlangen-NürnbergPotvrđena adresa e-pošte na fau.de
Jan ModersitzkiMathematics and Image Computing, University of LübeckPotvrđena adresa e-pošte na mic.uni-luebeck.de
Carsten H. WoltersProfessor of Neuroscience and Biomedical Engineering; University of Münster, GermanyPotvrđena adresa e-pošte na uni-muenster.de
Samy Wu FungAssistant Professor, Colorado School of MinesPotvrđena adresa e-pošte na mines.edu
Siawoosh MohammadiEmmy Noether group "Quantitative MRI & in vivo histology", Department of Systems NeurosciencePotvrđena adresa e-pošte na uke.de
Xiaoyi JiangProfessor of Computer Science, University of MünsterPotvrđena adresa e-pošte na uni-muenster.de
Fabian GigengackDepartment of Mathematics and Computer Science, University of MünsterPotvrđena adresa e-pošte na uni-muenster.de
Klaus SchäfersUniversity of Münster, European Institute for Molecular ImagingPotvrđena adresa e-pošte na uni-muenster.de
Nikolaus WeiskopfDirector, Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain SciencesPotvrđena adresa e-pošte na cbs.mpg.de
Eran TreisterComputer Science Dept at Ben-Gurion UniversityPotvrđena adresa e-pošte na cs.bgu.ac.il
S osherPotvrđena adresa e-pošte na math.ucla.edu
Levon NurbekyanUCLA Department of MathematicsPotvrđena adresa e-pošte na math.ucla.edu
Derek OnkenEmory UniversityPotvrđena adresa e-pošte na derekonken.com
Jacob B SchroderDept. of Math & Stats, University of New MexicoPotvrđena adresa e-pošte na unm.edu
Stefanie GüntherPostdoc at Lawrence Livermore National LaboratoryPotvrđena adresa e-pošte na llnl.gov
Karsten TabelowWIAS BerlinPotvrđena adresa e-pošte na wias-berlin.de
Joerg PolzehlWIAS BerlinPotvrđena adresa e-pošte na wias-berlin.de
Lili MengPostdoc of Computer Science, University of British ColumbiaPotvrđena adresa e-pošte na cs.ubc.ca
Bo ChangGooglePotvrđena adresa e-pošte na google.com

Prati

Lars Ruthotto

Emory University

Potvrđena adresa e-pošte na emory.edu - Početna stranica

Scientific Computing Inverse Problems PDE constrained optimization Machine Learning Image Registration


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Stable architectures for deep neural networks E Haber, L Ruthotto Inverse problems 34 (1), 014004, 2017	474	2017
Deep neural networks motivated by partial differential equations L Ruthotto, E Haber Journal of Mathematical Imaging and Vision 62 (3), 352-364, 2020	305	2020
Reversible architectures for arbitrarily deep residual neural networks B Chang, L Meng, E Haber, L Ruthotto, D Begert, E Holtham Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	216	2018
Motion Correction in Dual Gated Cardiac PET using Mass-Preserving Image Registration F Gigengack, L Ruthotto, M Burger, C Wolters, X Jiang, K Schafers Medical Imaging, IEEE Transactions on 31 (3), 698-712, 2011	154	2011
A hyperelastic regularization energy for image registration M Burger, J Modersitzki, L Ruthotto SIAM J. Sci. Comput. 35 (1), B132-B148, 2013	152	2013
Diffeomorphic Susceptibility Artefact Correction of Diffusion-Weighted Magnetic Resonance Images L Ruthotto, H Kugel, J Olesch, B Fischer, J Modersitzki, M Burger, ... Physics in Medicine and Biology 57, 5715-5731, 2012	121	2012
hMRI–A toolbox for quantitative MRI in neuroscience and clinical research K Tabelow, E Balteau, J Ashburner, MF Callaghan, B Draganski, G Helms, ... Neuroimage 194, 191-210, 2019	116	2019
A machine learning framework for solving high-dimensional mean field game and mean field control problems L Ruthotto, SJ Osher, W Li, L Nurbekyan, SW Fung Proceedings of the National Academy of Sciences 117 (17), 9183-9193, 2020	103	2020
Layer-parallel training of deep residual neural networks S Gunther, L Ruthotto, JB Schroder, EC Cyr, NR Gauger SIAM Journal on Mathematics of Data Science 2 (1), 1-23, 2020	74	2020
Learning across scales---multiscale methods for convolution neural networks E Haber, L Ruthotto, E Holtham, SH Jun Thirty-Second AAAI Conference on Artificial Intelligence, 2018	74	2018
A multiscale finite volume method for Maxwell's equations at low frequencies E Haber, L Ruthotto Geophysical Journal International 199 (2), 1268-1277, 2014	55	2014
An introduction to deep generative modeling L Ruthotto, E Haber GAMM‐Mitteilungen 44 (2), e202100008, 2021	54	2021
OT-flow: Fast and accurate continuous normalizing flows via optimal transport D Onken, SW Fung, X Li, L Ruthotto 35th AAAI Conference on Artificial Intelligence, 2020	45	2020
jInv--a flexible Julia package for PDE parameter estimation L Ruthotto, E Treister, E Haber SIAM Journal on Scientific Computing 39 (5), S702-S722, 2017	39	2017
IMEXnet a forward stable deep neural network E Haber, K Lensink, E Treister, L Ruthotto International Conference on Machine Learning, 2525-2534, 2019	33	2019
Hyperelastic susceptibility artifact correction of DTI in SPM L Ruthotto, S Mohammadi, C Heck, J Modersitzki, N Weiskopf Bildverarbeitung für die Medizin 2013, 344-349, 2013	33	2013
A Lagrangian Gauss--Newton--Krylov solver for mass-and intensity-preserving diffeomorphic image registration A Mang, L Ruthotto SIAM Journal on Scientific Computing 39 (5), B860-B885, 2017	30	2017
High-resolution diffusion kurtosis imaging at 3T enabled by advanced post-processing S Mohammadi, K Tabelow, L Ruthotto, T Feiweier, J Polzehl, N Weiskopf Frontiers in Neuroscience 8, 427, 2015	27	2015
Discretize-optimize vs. optimize-discretize for time-series regression and continuous normalizing flows D Onken, L Ruthotto arXiv preprint arXiv:2005.13420, 2020	23	2020
Never look back-A modified EnKF method and its application to the training of neural networks without back propagation E Haber, F Lucka, L Ruthotto arXiv preprint arXiv:1805.08034, 2018	23	2018

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