| 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 | 34 | 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 | 9 | 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 | 6 | 2018 |
| GAN vs J Löhdefink, A Bär, NM Schmidt, F Hüger, P Schlicht, T Fingscheidt JPEG2000 Image Compression for Distributed Automotive Perception: Higher …, 1902 | 5* | 1902 |
| 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 | 3 | 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 | 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 |
| 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 | 2 | 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 | 1 | 2019 |
| Geometric aspects of similarity problems M Miglioli, P Schlicht International Mathematics Research Notices 2018 (23), 7171-7197, 2018 | 1 | 2018 |
| 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 |
| Approaching Neural Network Uncertainty Realism J Sicking, A Kister, M Fahrland, S Eickeler, F Hüger, S Rüping, P Schlicht, ... | | |
