Margret Keuper

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Thomas BroxUniversity of Freiburg and AmazonVerified email at cs.uni-freiburg.de
Tonmoy SaikiaAlgoluxVerified email at algolux.com
Eddy IlgProfessor at Saarland UniversityVerified email at cs.uni-saarland.de
Bjoern AndresTU DresdenVerified email at andres.sc
Olaf Ronnebergerapl. Prof. for Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Jovita LukasikUniversity of MannheimVerified email at informatik.uni-mannheim.de
Alexey DosovitskiyGoogleVerified email at google.com
Nikolaus MayerUniversity of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Franz-Josef PfreundtFraunhofer ITWM,Division Director , Competence Center for High Performance ComputingVerified email at itwm.fhg.de
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Hans BurkhardtProfessor of Computer Science, University of FreiburgVerified email at informatik.uni-freiburg.de
Yang He (贺洋)AmazonVerified email at amazon.com
Ricard DurallFraunhofer ITWMVerified email at itwm.fraunhofer.de
Amirhossein KardoostPhd student of computer science (computer vision), University of MannheimVerified email at mail.uni-mannheim.de
Siyu TangETH ZürichVerified email at inf.ethz.ch
Patrick HeunProfessor in Chromosome Organisation, University of EdinburghVerified email at ed.ac.uk
Wei-Chen Chiu (邱維辰)Associate Professor, Department of Computer Science, National Chiao Tung University, TaiwanVerified email at cs.nctu.edu.tw
Evgeny LevinkovResearch Scientist, Bosch Center for Artificial IntelligenceVerified email at de.bosch.com
Maja Temerinac-OttHochschule Furtwangen UniversityVerified email at hs-furtwangen.de

Margret Keuper

University of Siegen

Verified email at cs.uni-freiburg.de

Computer Vision


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Flownet 2.0: Evolution of optical flow estimation with deep networks E Ilg, N Mayer, T Saikia, M Keuper, A Dosovitskiy, T Brox Proceedings of the IEEE conference on computer vision and pattern …, 2017	2910	2017
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering M Keuper, S Tang, B Andres, T Brox, B Schiele IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018	289*	2018
Motion trajectory segmentation via minimum cost multicuts M Keuper, B Andres, T Brox Proceedings of the IEEE international conference on computer vision, 3271-3279, 2015	211	2015
Occlusions, motion and depth boundaries with a generic network for disparity, optical flow or scene flow estimation E Ilg, T Saikia, M Keuper, T Brox Proceedings of the European conference on computer vision (ECCV), 614-630, 2018	176	2018
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	174	2020
Unmasking deepfakes with simple features R Durall, M Keuper, FJ Pfreundt, J Keuper arXiv preprint arXiv:1911.00686, 2019	162	2019
Efficient decomposition of image and mesh graphs by lifted multicuts M Keuper, E Levinkov, N Bonneel, G Lavoué, T Brox, B Andres Proceedings of the IEEE international conference on computer vision, 1751-1759, 2015	137	2015
Nas-bench-301 and the case for surrogate benchmarks for neural architecture search J Siems, L Zimmer, A Zela, J Lukasik, M Keuper, F Hutter arXiv preprint arXiv:2008.09777 11, 2020	121	2020
Std2p: Rgbd semantic segmentation using spatio-temporal data-driven pooling Y He, WC Chiu, M Keuper, M Fritz Proceedings of the IEEE conference on computer vision and pattern …, 2017	121	2017
Spectral graph reduction for efficient image and streaming video segmentation F Galasso, M Keuper, T Brox, B Schiele Proceedings of the IEEE conference on computer vision and pattern …, 2014	92	2014
Probflow: Joint optical flow and uncertainty estimation AS Wannenwetsch, M Keuper, S Roth Proceedings of the IEEE international conference on computer vision, 1173-1182, 2017	47	2017
Higher-order minimum cost lifted multicuts for motion segmentation M Keuper Proceedings of the IEEE International Conference on Computer Vision, 4242-4250, 2017	29	2017
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain P Harder, FJ Pfreundt, M Keuper, J Keuper 2021 International Joint Conference on Neural Networks (IJCNN),, 2021	24	2021
Hierarchical markov random fields for mast cell segmentation in electron microscopic recordings M Keuper, T Schmidt, M Rodriguez-Franco, W Schamel, T Brox, ... 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011	23	2011
Blind deconvolution of widefield fluorescence microscopic data by regularization of the optical transfer function (OTF) M Keuper, T Schmidt, M Temerinac-Ott, J Padeken, P Heun, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013	22	2013
Surrogate NAS benchmarks: Going beyond the limited search spaces of tabular NAS benchmarks A Zela, JN Siems, L Zimmer, J Lukasik, M Keuper, F Hutter Tenth International Conference on Learning Representations, 1-36, 2022	20	2022
Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration A Kardoost, M Keuper ACCV, 2018	18	2018
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Y He, N Yu, M Keuper, M Fritz Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2021	17	2021
Spectral Distribution aware Image Generation S Jung, M Keuper arXiv preprint arXiv:2012.03110, accepted at AAAI 2021, 2020	17	2020
Arrow R-CNN for handwritten diagram recognition B Schäfer, M Keuper, H Stuckenschmidt International Journal on Document Analysis and Recognition (IJDAR) 24 (1-2 …, 2021	15	2021

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