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
Tonmoy SaikiaTorc RoboticsVerified email at torc.ai
Eddy IlgProfessor at the University of Technology NurembergVerified email at cs.uni-saarland.de
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
Patrick HeunProfessor in Chromosome Organisation, University of EdinburghVerified email at ed.ac.uk
Wei-Chen Chiu (邱維辰)Professor, Department of Computer Science, National Yang Ming Chiao Tung University, TaiwanVerified email at cs.nctu.edu.tw
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


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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	3987	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	398	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	296	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
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	84	2022
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
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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