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David Schneider
David Schneider
Verified email at kit.edu
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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
arXiv preprint arXiv:2107.05617, 2021
292021
Anticipative feature fusion transformer for multi-modal action anticipation
Z Zhong, D Schneider, M Voit, R Stiefelhagen, J Beyerer
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
272023
Pose-based contrastive learning for domain agnostic activity representations
D Schneider, S Sarfraz, A Roitberg, R Stiefelhagen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
112022
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates
A Roitberg, K Peng, D Schneider, K Yang, M Koulakis, M Martinez, ...
IEEE Transactions on Intelligent Transportation Systems 23 (12), 25271-25286, 2022
82022
A comparative analysis of decision-level fusion for multimodal driver behaviour understanding
A Roitberg, K Peng, Z Marinov, C Seibold, D Schneider, R Stiefelhagen
2022 IEEE Intelligent Vehicles Symposium (IV), 1438-1444, 2022
82022
An interactive indoor drone assistant
T Fuhrman, D Schneider, F Altenberg, T Nguyen, S Blasen, S Constantin, ...
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
72019
Modselect: Automatic modality selection for synthetic-to-real domain generalization
Z Marinov, A Roitberg, D Schneider, R Stiefelhagen
European Conference on Computer Vision, 326-346, 2022
32022
Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion
CRG Dreher, M Zaremski, F Leven, D Schneider, A Roitberg, ...
at-Automatisierungstechnik 70 (6), 517-533, 2022
2*2022
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning
K Peng, A Roitberg, D Schneider, M Koulakis, K Yang, R Stiefelhagen
2021 16th IEEE International Conference on Automatic Face and Gesture …, 2021
22021
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition
K Peng, D Wen, D Schneider, J Zhang, K Yang, MS Sarfraz, ...
arXiv preprint arXiv:2305.08420, 2023
12023
MuscleMap: Towards Video-based Activated Muscle Group Estimation
K Peng, D Schneider, A Roitberg, K Yang, J Zhang, MS Sarfraz, ...
arXiv preprint arXiv:2303.00952, 2023
12023
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living
Z Marinov, D Schneider, A Roitberg, R Stiefelhagen
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
2022
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