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Simon Reiß
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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
1772019
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
782022
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
762021
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
742021
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
442023
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
412022
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
312021
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, ...
arXiv preprint arXiv:2207.11860, 2022
212022
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
212020
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
192022
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
142020
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
142020
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
112022
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
72023
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
62023
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
62022
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
32023
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
22024
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
2024
Semi-Weakly Supervised Learning for Label-efficient Semantic Segmentation in Expert-driven Domains
SM Reiß
2023
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