Fabian Hüger

Fabian Hüger

Volkswagen AG - - / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4445179
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person_outline Fabian Hüger's MOST POPULAR ARTICLES
1-) Efficient decentralized deep learning by dynamic model averagingM Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S WrobelJoint European conference on machine learning and knowledge discovery in …, 20181102018
2-) Prediction error meta classification in semantic segmentation: Detection via aggregated dispersion measures of softmax probabilitiesM Rottmann, P Colling, TP Hack, R Chan, F Hüger, P Schlicht, ...2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020442020
3-) Unsupervised domain adaptation to improve image segmentation quality both in the source and target domainJA Bolte, M Kamp, A Breuer, S Homoceanu, P Schlicht, F Huger, ...Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019392019
4-) Application of decision rules for handling class imbalance in semantic segmentationR Chan, M Rottmann, F Hüger, P Schlicht, H GottschalkarXiv preprint arXiv:1901.08394, 2019422019
5-) The vulnerability of semantic segmentation networks to adversarial attacks in autonomous driving: Enhancing extensive environment sensingA Bar, J Lohdefink, N Kapoor, SJ Varghese, F Huger, P Schlicht, ...IEEE Signal Processing Magazine 38 (1), 42-52, 2020382020