| Drive&act: A multi-modal dataset for fine-grained driver behavior recognition in autonomous vehicles M Martin, A Roitberg, M Haurilet, M Horne, S Reiß, M Voit, R Stiefelhagen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 202 | 2019 |
| Bending reality: Distortion-aware transformers for adapting to panoramic semantic segmentation J Zhang, K Yang, C Ma, S Reiß, K Peng, R Stiefelhagen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 96 | 2022 |
| Capturing omni-range context for omnidirectional segmentation K Yang, J Zhang, S Reiß, X Hu, R Stiefelhagen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 84 | 2021 |
| Every annotation counts: Multi-label deep supervision for medical image segmentation S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 81 | 2021 |
| Delivering arbitrary-modal semantic segmentation J Zhang, R Liu, H Shi, K Yang, S Reiß, K Peng, H Fu, K Wang, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 76 | 2023 |
| Reference-guided pseudo-label generation for medical semantic segmentation CM Seibold, S Reiß, J Kleesiek, R Stiefelhagen Proceedings of the AAAI conference on artificial intelligence 36 (2), 2171-2179, 2022 | 54 | 2022 |
| Let’s play for action: Recognizing activities of daily living by learning from life simulation video games A Roitberg, D Schneider, A Djamal, C Seibold, S Reiß, R Stiefelhagen 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 40 | 2021 |
| Behind every domain there is a shift: Adapting distortion-aware vision transformers for panoramic semantic segmentation J Zhang, K Yang, H Shi, S Reiß, K Peng, C Ma, H Fu, PHS Torr, K Wang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 29 | 2024 |
| Breaking with fixed set pathology recognition through report-guided contrastive training C Seibold, S Reiß, MS Sarfraz, R Stiefelhagen, J Kleesiek International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 25 | 2022 |
| Deep classification-driven domain adaptation for cross-modal driver behavior recognition S Reiß, A Roitberg, M Haurilet, R Stiefelhagen 2020 IEEE Intelligent Vehicles Symposium (IV), 1042-1047, 2020 | 21 | 2020 |
| Cnn-based driver activity understanding: Shedding light on deep spatiotemporal representations A Roitberg, M Haurilet, S Reiß, R Stiefelhagen 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 16 | 2020 |
| Activity-aware attributes for zero-shot driver behavior recognition S Reiß, A Roitberg, M Haurilet, R Stiefelhagen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 15 | 2020 |
| Detailed annotations of chest x-rays via ct projection for report understanding C Seibold, S Reiß, S Sarfraz, MA Fink, V Mayer, J Sellner, MS Kim, ... arXiv preprint arXiv:2210.03416, 2022 | 12 | 2022 |
| Mirror u-net: Marrying multimodal fission with multi-task learning for semantic segmentation in medical imaging Z Marinov, S Reiß, D Kersting, J Kleesiek, R Stiefelhagen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 10 | 2023 |
| 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Z Teng, J Zhang, K Yang, K Peng, H Shi, S Reiß, K Cao, R Stiefelhagen Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 9 | 2024 |
| Accurate fine-grained segmentation of human anatomy in radiographs via volumetric pseudo-labeling C Seibold, A Jaus, MA Fink, M Kim, S Reiß, K Herrmann, J Kleesiek, ... arXiv preprint arXiv:2306.03934, 2023 | 9 | 2023 |
| Graph-constrained contrastive regularization for semi-weakly volumetric segmentation S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen European Conference on Computer Vision, 401-419, 2022 | 5 | 2022 |
| Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 4 | 2023 |
| Anatomy-guided Pathology Segmentation A Jaus, C Seibold, S Reiß, L Heine, A Schily, M Kim, FH Bahnsen, ... International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 1 | 2024 |
| Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation? A Jaus, S Reiß, J Klesiek, R Stiefelhagen arXiv preprint arXiv:2409.13548, 2024 | | 2024 |
Rainer StiefelhagenKarlsruhe Institute of Technology, Karlsruhe, GermanyVerified email at kit.edu
