Institute for Advanced Simulation (IAS)

Jülich Supercomputing Centre (JSC)

Kai Krajsek's publications

Contribution to a conference proceedings Wang, Q. (Corresponding author)FZJ* ; Krajsek, K.FZJ* ; Scharr, H.FZJ*
Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction
2024The Thirty-Eighth Annual Conference on Neural Information Processing Systems Workshop: Self-Supervised Learning - Theory and Practice, VancouverVancouver, Canada, 10 Dec 2024 - 15 Dec 20242024-12-102024-12-15 12 pp. (2024) [10.34734/FZJ-2025-00547]2024 OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Kesselheim, S. (Corresponding author)FZJ* ; Herten, A.FZJ* ; Krajsek, K.FZJ* ; Ebert, J.FZJ* ; Jitsev, J.FZJ* ; Cherti, M.FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Mozaffari, A.FZJ* ; Cavallaro, G.FZJ* ; Sedona, R.FZJ* ; Schug, A.FZJ* ; Strube, A.FZJ* ; Kamath, R.FZJ* ; Schultz, M. G.FZJ* ; Riedel, M.FZJ* ; Lippert, T.FZJ*
JUWELS Booster – A Supercomputer for Large-Scale AI Research
2021High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02 Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Götz, M. (Corresponding author) ; Debus, C. ; Coquelin, D. ; Krajsek, K.FZJ* ; Comito, C.FZJ* ; Knechtges, P. ; Hagemeier, B.FZJ* ; Tarnawa, M.FZJ* ; Hanselmann, S. ; Siggel, M. ; Basermann, A. ; Streit, A.
HeAT – a Distributed and GPU-accelerated Tensor Framework for Data Analytics
20202020 IEEE International Conference on Big Data (Big Data), AtlantaAtlanta, GA, 10 Dec 2020 - 13 Dec 20202020-12-102020-12-13 IEEE 276-287 (2020) [10.1109/BigData50022.2020.9378050]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Yegenoglu, A. (Corresponding author)FZJ* ; Krajsek, K.FZJ* ; Diaz, S.FZJ* ; Herty, M.
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
2020Machine Learning, Optimization, and Data Science
The Sixth International Conference on Machine Learning, Optimization, and Data Science, LOD2020, SienaSiena, Italy, 19 Jul 2020 - 22 Jul 20202020-07-192020-07-22 Cham : Springer, Lecture Notes in Computer Science 12566, : 5th ed., 78-92 (2020) [10.1007/978-3-030-64580-9_7]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Krajsek, K. (Corresponding author)FZJ* ; Comito, C.FZJ* ; Coquelin, D.FZJ* ; Hagemeier, B.FZJ* ; Götz, M. ; Hanselmann, S. ; Debus, C. ; Knechtges, P. ; Schmitz, S. ; Siggel, M.
Das Helmholtz Analytics Toolkit (HeAT) - Eine High Performance Computing (HPC) Programmbibliothek für wissenschaftliche Big Data Analytik / The Helmholtz Analytics Toolkit (HeAT) - A High Performance Computing (HPC) Library for Scientific Big Data Analytics
Jülich : Bernstein Koordinationsstelle (BCOS) -, 32-33 (2019) special issue: "Bernstein Feature 2019"2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K. (Corresponding author)FZJ* ; Comito, C.FZJ* ; Götz, M. ; Hagemeier, B.FZJ* ; Knechtges, P. ; Siggel, M.
The Helmholtz Analytics Toolkit (HeAT) - A Scientific Big Data Library for HPC -
2019Proceedings
Extreme Data Workshop 2018, JülichJülich, Germany, 18 Sep 2018 - 19 Sep 20182018-09-182018-09-19 Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, IAS Series 40, 57-60 (2019)2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Sofiev, M. (Corresponding author) ; Ritenberga, O. ; Albertini, R. ; Arteta, J. ; Belmonte, J. ; Bernstein, C. G. ; Bonini, M. ; Celenk, S. ; Damialis, A. ; Douros, J. ; Elbern, H.FZJ* ; Friese, E. ; Galan, C. ; Oliver, G. ; Hrga, I. ; Kouznetsov, R. ; Krajsek, K.FZJ* ; Magyar, D. ; Parmentier, J. ; Plu, M. ; Prank, M. ; Robertson, L. ; Steensen, B. M. ; Thibaudon, M. ; Segers, A. ; Stepanovich, B. ; Valdebenito, A. M. ; Vira, J. ; Vokou, D.
Multi-model ensemble simulations of olive pollen distribution in Europe in 2014: current status and outlook
Atmospheric chemistry and physics 17(20), 12341 - 12360 (2017) [10.5194/acp-17-12341-2017]2017 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Sofiev, M. (Corresponding author) ; Ritenberga, O. ; Albertini, R. ; Arteta, J. ; Belmonte, J. ; Bonini, M. ; Celenk, S. ; Damialis, A. ; Douros, J. ; Elbern, H.FZJ* ; Friese, E. ; Galan, C. ; Gilles, O. ; Hrga, I. ; Kouznetsov, R. ; Krajsek, K.FZJ* ; Parmentier, J. ; Plu, M. ; Prank, M. ; Robertson, L. ; Steensen, B. M. ; Thibaudon, M. ; Segers, A. ; Stepanovich, B. ; Valdebenito, A. M. ; Vira, J. ; Vokou, D.
Multi-model ensemble simulations of olive pollen distribution in Europe in 2014
Atmospheric chemistry and physics / Discussions , 1 - 32 (2017) [10.5194/acp-2016-1189]2017 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Krajsek, K. (Corresponding author)FZJ* ; Menzel, M. I. ; Scharr, H.FZJ*
A Riemannian Bayesian Framework for Estimating Diffusion Tensor Images
International journal of computer vision 120(3), 272–299 (2016) [10.1007/s11263-016-0909-2]2016 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Marécal, V. (Corresponding author) ; Peuch, V.-H. ; Andersson, C. ; et al
A regional air quality forecasting system over Europe: the MACC-II daily ensemble production
Geoscientific model development 8(9), 2777 - 2813 (2015) [10.5194/gmd-8-2777-2015]2015 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K. (Corresponding Author)FZJ* ; Heinemann, C. ; Scharr, H.FZJ*
Likelihood Functions for Errors-in-variables Models - Bias-free Local Estimation with Minimum Variance
2014Proceedings of the 9th International Conference on Computer Vision Theory and Applications - SCITEPRESS - Science and and Technology Publications, 2014. - ISBN 978-989-758-003-1978-989-758-004-8978-989-758-009-3 - doi:10.5220/0004667402700279
International Conference on Computer Vision Theory and Applications, LisbonLisbon, Portugal, 5 Jan 2014 - 8 Jan 20142014-01-052014-01-08 SCITEPRESS - Science and and Technology Publications 270-279 (2014) [10.5220/0004667402700279]2014 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Heinemann, C. (Corresponding Author) ; Åström, F. ; Baravdish, G. ; Krajsek, K.FZJ* ; Felsberg, M. ; Scharr, H.FZJ*
Using Channel Representations in Regularization Terms - A Case Study on Image Diffusion
2014Proceedings of the 9th International Conference on Computer Vision Theory and Applications - SCITEPRESS - Science and and Technology Publications, 2014. - ISBN 978-989-758-003-1978-989-758-004-8978-989-758-009-3 - doi:10.5220/0004667500480055
International Conference on Computer Vision Theory and Applications, LisbonLisbon, Portugal, 5 Jan 2014 - 8 Jan 20142014-01-052014-01-08 SCITEPRESS - Science and and Technology Publications 84-55 (2014) [10.5220/0004667500480055]2014 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Scharr, H.FZJ*
A Riemannian approach for estimating orientation distribution function (odf) images from high-angular resolution diffusion imaging (hardi)
2012IEEE International Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, USA,(2012), 1 - 8 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Dedovic, I.FZJ* ; Scharr, H.FZJ*
An Estimation Theoretical View on Ambrosio-Tortorelli Image Segmentation
201283rd Annual Meeting of the International Association of Applied Mathematics and Mechanics, Abstract Book, TU Darmstadt, 2012. - S21.1,359 - 360 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Scharr, H.FZJ* ; Krajsek, K.FZJ*
A Short Introduction to Diffusion-Like Methods
2012Mathematical Methods for Signal and Image Analysis and Representation, Computational Imaging and Vision, L. Florack et al. (eds.), London, Springer Verlag, 2012, 41. - 978-1-4471-2352-1. - chapter 1, 1 - 30 [10.1007/978-1-4471-2353-8_1] Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Scharr, H.FZJ*
Bayesian inference in kernel feature space
2012Bayesian Inference and Maximum Entropy Methods in Science and Engineering, AIP Publishing, 2012, Waterloo, Ontario, Canada, 1443, 978-0-7354-1039-8, 174 - 181 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Dedovic, I.FZJ* ; Scharr, H.FZJ*
An Estimation Theoretical Approach to Ambrosio-Tortorelli Image Segmentation
2011Lecture Notes in Computer Science, DAGM 2011, / ed. R. Mester, M. Felsberg Berlin, Heidelberg, Springer, 2011. - 6835. S. 41 - 50 [10.1007/978-3-642-23123-0_5] BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Krajsek, K. (Corresponding Author)FZJ* ; Scharr, H.FZJ*
Diffusion filtering without parameter tuning: Models and inference tools
20102010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CVPR, San FranciscoSan Francisco, CA, 13 Jun 2010 - 18 Jun 20102010-06-132010-06-18 Silver Spring, Md. : Computer Soc. Pr. (2010) [10.1109/CVPR.2010.5539959]2010 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Menzel, M. I.FZJ* ; Scharr, H.FZJ*
Riemannian Bayesian Estimation of Diffusion Tensor Images
2009IIEEE 12th IEEE International Conference on Computer Vision (ICCV), Kyoto, 2009. - 978-1-4244-4419-9. - S. 2327 - 2334 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Mester, R. ; Scharr, H.FZJ*
Statistically optimal averaging for image restoration and optical flow estimation
2008Pattern Recognition : 30th DAGM Symposium Munich, Germany, June 10-13, 2008 ; proceedings / ed.: G. Rigoll. - Berlin, Springer, 2008. - (Lecture Notes in Computer Science ; 5096). - S. 466 - 475 BibTeX | EndNote: XML, Text | RIS

Journal Article Preusser, T. ; Scharr, H.FZJ* ; Krajsek, K.FZJ* ; Kirby, R. M.
Building blocks for computer vision with stochastic partial differential equations
International journal of computer vision 80, 375 - 405 (2008) [10.1007/s11263-008-0145-5]2008 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Krajsek, K.FZJ* ; Menzel, M. I.FZJ* ; Zwanger, M. ; Scharr, H.FZJ*
Riemannian anisotropic difussion for tensor valued images
2008European Conference On Computer Vision (ECCV 2008). - Berlin, Springer, 2008.. - (Lecture Notes in Computer Science ; 5302). - 978-3-540-88681-5. - S. 326 - 339 BibTeX | EndNote: XML, Text | RIS

Last Modified: 06.05.2022

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