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Margret Keuper
Margret Keuper
University of Siegen
Verified email at cs.uni-freiburg.de
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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
27032017
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
274*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
2052015
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
1612018
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
1512020
Unmasking deepfakes with simple features
R Durall, M Keuper, FJ Pfreundt, J Keuper
arXiv preprint arXiv:1911.00686, 2019
1382019
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
1322015
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
109*2017
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, 2020
1042020
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
892014
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
452017
Higher-order minimum cost lifted multicuts for motion segmentation
M Keuper
Proceedings of the IEEE International Conference on Computer Vision, 4242-4250, 2017
292017
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
232011
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
222013
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
182021
Spectral Distribution aware Image Generation
S Jung, M Keuper
arXiv preprint arXiv:2012.03110, accepted at AAAI 2021, 2020
162020
Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration
A Kardoost, M Keuper
ACCV, 2018
142018
Blind deconvolution with PSF regularization for wide-field microscopy
M Keuper, M Temerinac-Ott, J Padeken, P Heun, T Brox, H Burkhardt, ...
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1292-1295, 2012
132012
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
122022
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
122021
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Articles 1–20