Margret Keuper

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Thomas BroxUniversity of FreiburgVerified email at cs.uni-freiburg.de
Jovita LukasikUniversity of SiegenVerified email at uni-siegen.de
Eddy IlgProfessor at the University of Technology NurembergVerified email at cs.uni-saarland.de
Tonmoy SaikiaTorc RoboticsVerified email at torc.ai
Bjoern AndresTU DresdenVerified email at andres.sc
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Franz-Josef PfreundtUNEEC Systems CEO,Fraunhofer ITWM, CSO , Competence Center for High Performance ComputingVerified email at itwm.fhg.de
Olaf Ronnebergerapl. Prof. for Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Alexey DosovitskiyInceptiveVerified email at inceptive.team
Nikolaus MayerUniversity of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
Amirhossein KardoostPostDoc - Helmholtz-Munich - AI for HealthVerified email at helmholtz-munich.de
Ricard DurallThe TeanVerified email at the-tean.com
Hans BurkhardtProfessor of Computer Science, University of FreiburgVerified email at informatik.uni-freiburg.de
Yang He (贺洋)AmazonVerified email at amazon.com
Siyu TangETH ZürichVerified email at inf.ethz.ch
Wei-Chen Chiu (邱維辰)Professor, Department of Computer Science, National Yang Ming Chiao Tung University, TaiwanVerified email at cs.nctu.edu.tw
Patrick HeunProfessor in Chromosome Organisation, University of EdinburghVerified email at ed.ac.uk
Evgeny LevinkovSenior Research Engineer @ SynthesiaVerified email at synthesia.io
Michael MoellerProfessor for Computer Vision, University of Siegen, GermanyVerified email at uni-siegen.de

Margret Keuper

University of Mannheim

Verified email at uni-mannheim.de

Machines Learning & Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	3994	2017
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	399	2020
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	363*	2018
Unmasking deepfakes with simple features R Durall, M Keuper, FJ Pfreundt, J Keuper arXiv preprint arXiv:1911.00686, 2019	295	2019
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	249	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	242	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 4, 14, 2020	198	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	166	2017
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	158	2015
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	106	2014
Surrogate NAS benchmarks: Going beyond the limited search spaces of tabular NAS benchmarks A Zela, J Siems, L Zimmer, J Lukasik, M Keuper, F Hutter arXiv preprint arXiv:2008.09777, 2020	84	2020
Hypergraph transformer for skeleton-based action recognition Y Zhou, ZQ Cheng, C Li, Y Fang, Y Geng, X Xie, M Keuper arXiv preprint arXiv:2211.09590, 2022	83	2022
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	71	2021
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	71	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	61	2021
Divide & Bind Your Attention for Improved Generative Semantic Nursing Y Li, M Keuper, D Zhang, A Khoreva The British Machine Vision Conference (BMVC) 2023, 2023	60*	2023
Arrow R-CNN for handwritten diagram recognition B Schäfer, M Keuper, H Stuckenschmidt International Journal on Document Analysis and Recognition (IJDAR) 24 (1), 3-17, 2021	41	2021
Spectral Distribution aware Image Generation S Jung, M Keuper arXiv preprint arXiv:2012.03110, accepted at AAAI 2021, 2020	37	2020
Higher-order minimum cost lifted multicuts for motion segmentation M Keuper Proceedings of the IEEE international conference on computer vision, 4242-4250, 2017	36	2017
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks S Agnihotri, S Jung, M Keuper accepted at ICML 2024, 2023	35*	2023

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