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Keuper Labs
Keuper Labs
Joint Labs of Margret and Janis Keuper
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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
28142017
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
2092015
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 42 (1), 140-153, 2018
1932018
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
1722018
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
1632020
Unmasking deepfakes with simple features
R Durall, M Keuper, FJ Pfreundt, J Keuper
arXiv preprint arXiv:1911.00686, 2019
1522019
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
1332015
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
1162020
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
1062017
A multi-cut formulation for joint segmentation and tracking of multiple objects
M Keuper, S Tang, Y Zhongjie, B Andres, T Brox, B Schiele
arXiv preprint arXiv:1607.06317, 2016
1042016
Distributed training of deep neural networks: Theoretical and practical limits of parallel scalability
J Keuper, FJ Preundt
2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC), 19-26, 2016
982016
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
922014
Extracting horizon surfaces from 3D seismic data using deep learningDeep learning for horizon picking
V Tschannen, M Delescluse, N Ettrich, J Keuper
Geophysics 85 (3), N17-N26, 2020
512020
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
462017
Asynchronous parallel stochastic gradient descent: A numeric core for scalable distributed machine learning algorithms
J Keuper, FJ Pfreundt
Proceedings of the Workshop on Machine Learning in High-Performance …, 2015
422015
Detection of point scatterers using diffraction imaging and deep learning
V Tschannen, N Ettrich, M Delescluse, J Keuper
Geophysical Prospecting 68 (3), 830-844, 2020
352020
Higher-order minimum cost lifted multicuts for motion segmentation
M Keuper
Proceedings of the IEEE International Conference on Computer Vision, 4242-4250, 2017
292017
Facies classification from well logs using an inception convolutional network
V Tschannen, M Delescluse, M Rodriguez, J Keuper
arXiv preprint arXiv:1706.00613, 2017
242017
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
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Articles 1–20