| 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 | 52 | 2018 |
| 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 | 16 | 2019 |
| 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 | 16 | 2018 |
| 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 | 14 | 2019 |
| 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 | 10 | 2019 |
| On the Robustness of Teacher-Student Frameworks for Semantic Segmentation A Bär, F Hüger, P Schlicht, T Fingscheidt Proc. of CVPR-Workshops, 1-9, 2019 | 9 | 2019 |
| 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 preprint arXiv:1902.04311, 2019 | 9* | 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 | 7 | 2019 |
| Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation. arXiv preprint. arXiv:. 08394 R Chan, M Rottmann, F Hüger, P Schlicht, H Gottschalk | 6 | 2019 |
| 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 | 5 | 2019 |
| 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 | 4 | 2019 |
| 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 | 3 | 2019 |
| Introducing noise in decentralized training of neural networks L Adilova, N Paul, P Schlicht Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 3 | 2018 |
| Amenable groups and a geometric view on unitarisability P Schlicht arXiv preprint arXiv:1502.01498, 2015 | 3 | 2015 |
| Quality Assurance for Machine Learning–an approach to function and system safeguarding A Poth, B Meyer, P Schlicht, A Riel 2020 IEEE 20th International Conference on Software Quality, Reliability and …, 2020 | 2 | 2020 |
| 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 | 2 | 2020 |
| Controlled false negative reduction of minority classes in semantic segmentation R Chan, M Rottmann, F Hüger, P Schlicht, H Gottschalk 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 1 | 2020 |
| Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote A Bar, M Klingner, S Varghese, F Huger, P Schlicht, T Fingscheidt Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 1 | 2020 |
| Method for processing sensor data in multiple control units, preprocessing unit, and transportation vehicle P Schlicht, S Scholz US Patent App. 16/253,783, 2019 | 1 | 2019 |
| Geometric aspects of similarity problems M Miglioli, P Schlicht International Mathematics Research Notices 2018 (23), 7171-7197, 2018 | 1 | 2018 |
