Janis Keuper

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Margret KeuperUniversity of MannheimVerified email at uni-mannheim.de
Franz-Josef PfreundtUNEEC Systems CEO,Fraunhofer ITWM, CSO , Competence Center for High Performance ComputingVerified email at itwm.fhg.de
Ricard DurallThe TeanVerified email at the-tean.com
Hans BurkhardtProfessor of Computer Science, University of FreiburgVerified email at informatik.uni-freiburg.de
Paul GavrikovPostdoctoral researcher, Tübingen AI CenterVerified email at hs-offenburg.de
Matthias DelescluseEcole normale supérieure UMR 8538Verified email at geologie.ens.fr
Julia GrabinskiPhD Student, University of MannheimVerified email at uni-mannheim.de
Paula HarderPhD student Fraunhofer Institute, Mila Quebec AI InstituteVerified email at mila.quebec
Avraam ChatzimichailidisFraunhofer ITWM, Competence Center for High Performance ComputingVerified email at itwm.fraunhofer.de
Olaf Ronnebergerapl. Prof. for Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Ammar GhanimGeophysicist, Fraunhofer ITWMVerified email at itwm.fraunhofer.de
Nicolas R. GaugerProfessor, Chair for Scientific Computing, University of Kaiserslautern - LandauVerified email at scicomp.uni-kl.de
Bernd JähneSenior Professor, Physics and Computer Science, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Alain RabauteAssociate Professor, ISTeP, Sorbonne UniversitéVerified email at sorbonne-universite.fr
Marco ReisertMedical Physics and Stereotactic/Functional Neurosurgery, University Medical Center FreiburgVerified email at uniklinik-freiburg.de
Philip StierProfessor of Atmospheric Physics, University of OxfordVerified email at physics.ox.ac.uk
Norbert WehnUniversity of KaiserslauternVerified email at eit.uni-kl.de
Dominik Marek LorochFraunhofer ITWMVerified email at itwm.fraunhofer.de
Mathieu RodriguezEducation nationale - Professeur agrégé - Sciences de la Vie et de la TerreVerified email at geologie.ens.fr
Ullrich KötheAdjunct Professor of Computer Science, University of HeidelbergVerified email at iwr.uni-heidelberg.de

Janis Keuper

Other namesJanis Fehr

Institute for Machine Learning and Analytics (IMLA), Offenburg University, Germany

Verified email at hs-offenburg.de - Homepage

Pattern Recognition Computer Vision Geophysics


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Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions R Durall, M Keuper, J Keuper Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	642*	2020
3D rotation invariant local binary patterns J Fehr, H Burkhardt 2008 19th International conference on pattern recognition, 1-4, 2008	134	2008
Distributed training of deep neural networks: Theoretical and practical limits of parallel scalability J Keuper, FJ Pfreundt 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC), 19-26, 2016	129	2016
Extracting horizon surfaces from 3D seismic data using deep learning V Tschannen, M Delescluse, N Ettrich, J Keuper Geophysics 85 (3), N17-N26, 2020	104	2020
Generating EPI representations of 4D light fields with a single lens focused plenoptic camera S Wanner, J Fehr, B Jähne International Symposium on Visual Computing, 90-101, 2011	102	2011
Computing Range Flow from Multi-modal Kinect Data JM Gottfried, J Fehr, CS Garbe Advances in Visual Computing: 7th International Symposium, ISVC 2011, Las …, 2011	83	2011
Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues R Durall, A Chatzimichailidis, P Labus, J Keuper Proceedings of the International Conference on Computer Vision Theory and …, 2021	63	2021
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain P Harder, FJ Pfreundt, M Keuper, J Keuper Proceedings of the International Joint Conference on Neural Networks 2021, 2021	61	2021
Detection of point scatterers using diffraction imaging and deep learning V Tschannen, N Ettrich, M Delescluse, J Keuper Geophysical Prospecting 68 (3), 830-844, 2020	49	2020
Asynchronous parallel stochastic gradient descent: A numeric core for scalable distributed machine learning algorithms J Keuper, FJ Pfreundt Proceedings of the Workshop on Machine Learning in High-Performance …, 2015	48	2015
Deep diffusion models for seismic processing R Durall, A Ghanim, MR Fernandez, N Ettrich, J Keuper Computers & Geosciences 177, 105377, 2023	46	2023
Pericytes in the mature chorioallantoic membrane capillary plexus contain desmin and α-smooth muscle actin: Relevance for non-sprouting angiogenesis H Kurz, J Fehr, R Nitschke, H Burkhardt Histochemistry and cell biology 130, 1027-1040, 2008	45	2008
A Bag of Features Approach for 3D Shape Retrieval J Fehr, A Streicher, H Burkhardt International symposium on visual computing, 34-43, 2009	43	2009
Cnn filter db: An empirical investigation of trained convolutional filters P Gavrikov, J Keuper Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022	42	2022
Facies classification from well logs using an inception convolutional network Tschannen, Delescluse, Rodriguez, J Keuper arXiv:1706.00613, 2017	41	2017
Voxel-wise gray scale invariants for simultaneous segmentation and classification O Ronneberger, J Fehr, H Burkhardt Joint Pattern Recognition Symposium, 85-92, 2005	37*	2005
Self-learning segmentation and classification of cell-nuclei in 3d volumetric data using voxel-wise gray scale invariants J Fehr, O Ronneberger, H Kurz, H Burkhardt Joint Pattern Recognition Symposium, 377-384, 2005	29	2005
Robust Models are less Over-Confident J Grabinski, P Gavrikov, J Keuper, M Keuper Advances in Neural Information Processing Systems, 2022, 2022	25	2022
Tensorquant: A simulation toolbox for deep neural network quantization DM Loroch, FJ Pfreundt, N Wehn, J Keuper Proceedings of the Machine Learning on HPC Environments, 1-8, 2017	25	2017
Local rotation invariant patch descriptors for 3D vector fields J Fehr 2010 20th International Conference on Pattern Recognition, 1381-1384, 2010	25	2010

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