Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
Martin, Manuel, Roitberg, Alina, Haurilet, Monica, Horne, Matthias, ReiB, Simon, Voit, Michael, Stiefelhagen, Rainer
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
Zhang, Jiaming, Yang, Kailun, Shi, Hao, ReiB, Simon, Peng, Kunyu, Ma, Chaoxiang, Fu, Haodong, Torr, Philip H. S., Wang, Kaiwei, Stiefelhagen, Rainer
Published in IEEE transactions on pattern analysis and machine intelligence (31.05.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (31.05.2024)
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Journal Article
Delivering Arbitrary-Modal Semantic Segmentation
Zhang, Jiaming, Liu, Ruiping, Shi, Hao, Yang, Kailun, ReiB, Simon, Peng, Kunyu, Fu, Haodong, Wang, Kaiwei, Stiefelhagen, Rainer
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains
Reib, Simon, Seibold, Constantin, Freytag, Alexander, Rodner, Erik, Stiefelhagen, Rainer
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
From Driver Talk To Future Action: Vehicle Maneuver Prediction by Learning from Driving Exam Dialogs
Roitberg, Alina, Reib, Simon, Stiefelhagen, Rainer
Published in 2021 IEEE Intelligent Vehicles Symposium (IV) (11.07.2021)
Published in 2021 IEEE Intelligent Vehicles Symposium (IV) (11.07.2021)
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Conference Proceeding