Publications

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Farzad Nozarian; Shashank Agarwal; Farzaneh Rezaeianaran; Danish Shahzad; Atanas Poibrenski; Christian Müller; Philipp Slusallek
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. CVPR Workshop on Learning with Limited …
Igor Vozniak; Philipp Müller; Lorena Hell; Nils Lipp; Ahmed Abouelazm; Christian Müller
Context-empowered Visual Attention Prediction in Pedestrian Scenarios
In: CVF. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 4-6, Waikoloa, Hawaii, USA, Pages 950-960, IEEE Explore, IEEE …
Atanas Poibrenski; Farzad Nozarian; Farzaneh Rezaeianaran; Christian Müller
Uncertainty-aware pseudo labels for domain adaptation in pedestrian trajectory prediction
In: IEEE ITSC-2023. IEEE Intelligent Transportation Systems Conference (IEEE ITSC-2023), September 24-28, Bilbao, Spain, IEEExplore, 2023.
Wolfgang Wahlster; Aljoscha Burchardt; Iris Merget; Antonio Krüger; Christian Müller; Georg Rehm; Martin Ruskowski; Dorothea Winter
Deutsche Normungsroadmap Künstliche Intelligenz - Ausgabe 2
Normung und Standardisierung, Bundesministerium für Wirtschaft und Klimaschutz, Deutsche Normungsroadmap Künstliche Intelligenz, Vol. 2, 12/2022.
Yvonne Prieur; Andreas Sesing-Wagenpfeil; Christian Müller (Hrsg.)
Tagungsband des Internationalen Rechtsinformatik-Symposiums IRIS 2022
Internationale Rechtsinformatik Symposium (IRIS), IRIS, 2022.
Christian Müller; Roland Vogt; Andreas Nonnengart; Matthias Klusch; André Meyer-Vitali
Security of AI Systems: Fundamentals - Security Aspects of Symbolic and Hybrid AI Systems
BSI Federal Office for Information Security, BSI Bericht, 2022.
Lorena Hell; Janis Sprenger; Matthias Klusch; Yoshiyuki Kobayashi; Christian Müller
Pedestrian Behavior in Japan and Germany: A Review
In: Proceedings of the 32nd IEEE International Intelligent Vehicles Symposium. IEEE Intelligent Vehicles Symposium (IV-2021), July 11-17, …
André Antakl; Igor Vozniak; Nils Lipp; Matthias Klusch; Christian Müller
HAIL: Modular Agent-Based Pedestrian Imitation Learning
In: Proceedings of the 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS). International Conference on …
Atanas Poibrenski; Matthias Klusch; Igor Vozniak; Christian Müller
M2P3: Multimodal Multi-Pedestrian Path Prediction by Self-Driving Cars With Egocentric Vision
In: Proceedings of 35th ACM Symposium On Applied Computing. ACM Symposium On Applied Computing (SAC-2020), March 30 - April 3, Brno, Czech Republic, …
Igor Vozniak; Matthias Klusch; Andre Antakli; Christian Mueller
InfoSalGAIL: Visual Attention-Empowered Imitation Learning of Pedestrians in Critical Trafﬁc Scenarios
In: Proceedings of 12th IEEE International Conference on Neural Computation Theory and Application. IEEE International Conference on Neural …