Fabian Hüger
Fabian Hüger
Researcher, Volkswagen AG
Bestätigte E-Mail-Adresse bei volkswagen.de
Titel
Zitiert von
Zitiert von
Jahr
Efficient decentralized deep learning by dynamic model averaging
M Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S Wrobel
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
342018
User interface transfer for driver information systems: a survey and an improved approach
F Hüger
Third International Conference on Automotive User Interfaces and Interactive …, 2011
112011
Application of decision rules for handling class imbalance in semantic segmentation
R Chan, M Rottmann, F Hüger, P Schlicht, H Gottschalk
arXiv preprint arXiv:1901.08394, 2019
92019
Prediction error meta classification in semantic segmentation: Detection via aggregated dispersion measures of softmax probabilities
M Rottmann, P Colling, TP Hack, R Chan, F Hüger, P Schlicht, ...
arXiv preprint arXiv:1811.00648, 2018
62018
GAN vs JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
J Löhdefink, A Bär, NM Schmidt, F Hüger, P Schlicht, T Fingscheidt
arxiv, 2019
5*2019
Platform independent applications for in-vehicle infotainment systems via integration of CE devices
F Hueger
2012 IEEE Second International Conference on Consumer Electronics-Berlin …, 2012
52012
The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks
F Assion, P Schlicht, F Greßner, W Gunther, F Huger, N Schmidt, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
32019
The ethical dilemma when (not) setting up cost-based decision rules in semantic segmentation
R Chan, M Rottmann, R Dardashti, F Huger, P Schlicht, H Gottschalk
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
32019
Method for operating a mobile device by means of a motor vehicle
F Hueger, H Neuner, M Mirtschink
US Patent 9,590,809, 2017
32017
Achieving reliable vehicle positioning for safety-relevant driver assistance systems using series production sensor technology
A Sasse, T Scheide, HG Büsing, P Hecker, B Dornieden, F Hüger, ...
ENC GNSS, 2010
32010
Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain
JA Bolte, M Kamp, A Breuer, S Homoceanu, P Schlicht, F Huger, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
22019
On the Robustness of Redundant Teacher-Student Frameworks for Semantic Segmentation
A Bar, F Huger, P Schlicht, T Fingscheidt
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
12019
Strategy to Increase the Safety of a DNN-based Perception for HAD Systems
T Sämann, P Schlicht, F Hüger
arXiv preprint arXiv:2002.08935, 2020
2020
MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation
R Chan, M Rottmann, F Hüger, P Schlicht, H Gottschalk
arXiv preprint arXiv:1912.07420, 2019
2019
Detection of False Positive and False Negative Samples in Semantic Segmentation
M Rottmann, K Maag, R Chan, F Hüger, P Schlicht, H Gottschalk
arXiv preprint arXiv:1912.03673, 2019
2019
On Low-Bitrate Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
J Löhdefink, A Bär, NM Schmidt, F Hüger, P Schlicht, T Fingscheidt
2019 IEEE Intelligent Vehicles Symposium (IV), 424-431, 2019
2019
Method, computer program and device for the remote control of a transportation vehicle via a mobile device
F Hüger, A Asseily
US Patent App. 16/068,480, 2019
2019
Eine flexible Bedien-und Anzeigeschnittstelle für Erweiterungen in Fahrerinformationssystemen
F Hüger
Logos-Verlag, 2014
2014
Eine abgesicherte Bedien-und Anzeigeschnittstelle zur Integration von Smartphone-Anwendungen in die Benutzeroberfläche von Fahrerinformationssystemen.
F Hüger
INFORMATIK 2012, Workshop Automotive Software Engineering, 817-822, 2012
2012
Monte Carlo Modeling of Self-assembling Quantum Dot Lattices to Control Nucleation and Minimize the Quantum Dot Size Dispersion
F Hueger
University of California Santa Barbara, 2009
2009
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