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Margret Keuper
Margret Keuper
University of Mannheim
Verified email at uni-mannheim.de
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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
37992017
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
348*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
3452020
Unmasking deepfakes with simple features
R Durall, M Keuper, FJ Pfreundt, J Keuper
arXiv preprint arXiv:1911.00686, 2019
2672019
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
2382015
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
2372018
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
1802020
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
1642017
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
1542015
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
1042014
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
732020
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
662017
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
592021
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
522021
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
492022
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
382021
Higher-order minimum cost lifted multicuts for motion segmentation
M Keuper
Proceedings of the IEEE international conference on computer vision, 4242-4250, 2017
362017
Spectral Distribution aware Image Generation
S Jung, M Keuper
arXiv preprint arXiv:2012.03110, accepted at AAAI 2021, 2020
332020
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
242011
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
S Agnihotri, S Jung, M Keuper
accepted at ICML 2024, 2023
23*2023
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