Publications
2016
Conference
Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, LNCS, Vol.9901: 424--432, Oct 2016
Deep Multispectral Semantic Scene Understanding of Forested Environments using Multimodal Fusion
Paper
International Symposium on Experimental Robotics (ISER 2016), 2016
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016
IEEE International Conference on Robotics and Automation (ICRA), 2016
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation
Paper
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Code/data
Project
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
German Conference on Pattern Recognition (GCPR), 2016
German Conference on Pattern Recognition (GCPR), 2016
German Conference on Pattern Recognition (GCPR), Springer, LNCS, Vol.9796: 91--102, 2016
German Conference on Pattern Recognition (GCPR), Springer, LNCS, Vol.9796: 117--128, 2016
European Conference on Computer Vision (ECCV), 2016
ECCV 2016 workshops, Springer, 2016
Advances in Neural Information Processing Systems (NIPS), 2016
Advances in Neural Information Processing Systems (NIPS), 2016
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images
Paper
Advances in Neural Information Processing Systems (NIPS), 2016
Others
PhD thesis from Albert-Ludwigs-Universität Freiburg, 2016
Technical Report , arXiv:1604.02388, 2016
Technical Report , arXiv:1607.06317, 2016
Technical Report , arxiv:1608.03066, 2016
Unifying abstract inexact convergence theorems for descent methods and block coordinate variable metric iPiano
Paper
Technical Report , arXiv:1602.07283 [math.OC], 2016
Springer: 155--168, 2016
2015
Journal
On iteratively reweighted algorithms for non-smooth non-convex optimization in computer vision
Paper
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SIAM Journal on Imaging Sciences, 8(1): 331-372, 2015
B cell antigen receptors of class IgM and IgD are clustered in different protein islands that are altered during B cell activation
doi>
Science Signalling, 8(394): ra93, 2015
An evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimers disease
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NeuroImage Clinical, 7: 7--17, 2015
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
doi>
NeuroImage, 111: 562–-579, May 2015
Molecular Biology of the Cell, 26(24): 4373--4386, Dec 2015
Journal of Mathematical Imaging and Vision, 53(2): 171-181, Oct 2015
The polarity protein Inturned links NPHP4 to Daam1 to control the subapical actin network in multiciliated cells
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Journal of Cell Biology, 211(5): 963--973, 2015
Journal of Alzheimers Disease, 47(4): 939-954, Aug 2015
Modelling Two-Phase Flow in a Micro-Model with Local Thermal Non-Equilibrium on the Darcy Scale
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International Journal of Heat and Mass Transfer, 88: 822--835, 2015