Learning and Aggregating Lane Graphs for Urban Automated Driving M Büchner, J Zürn, IG Todoran, A Valada, W Burgard Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 15 | 2023 |
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention M Büchner, A Valada IEEE Robotics and Automation Letters 7 (4), 9707-9714, 2022 | 14 | 2022 |
Collaborative Dynamic 3D Scene Graphs for Automated Driving E Greve, M Büchner, N Vödisch, W Burgard, A Valada arXiv preprint arXiv:2309.06635, 2023 | 7 | 2023 |
Language-Grounded Dynamic Scene Graphs for Interactive Object Search with Mobile Manipulation D Honerkamp, M Buchner, F Despinoy, T Welschehold, A Valada arXiv preprint arXiv:2403.08605, 2024 | 2 | 2024 |
Efficient Learning of Urban Driving Policies Using Bird's-Eye-View State Representations R Trumpp, M Büchner, A Valada, M Caccamo 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 2 | 2023 |
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation A Werby, C Huang, M Büchner, A Valada, W Burgard First Workshop on Vision-Language Models for Navigation and Manipulation at …, 2024 | | 2024 |
Compositional Servoing by Recombining Demonstrations M Argus, A Nayak, M Büchner, S Galesso, A Valada, T Brox arXiv preprint arXiv:2310.04271, 2023 | | 2023 |
Smart Self-Adaptive Cyber-Physical Systems: How can Exploration and Learning Improve Performance in a Partially Observable Multi-Agent Context? A Petrovska, M Neuss, S Bergemann, M Büchner, MA Shohab ADAPTIVE 2021: The Thirteenth International Conference on Adaptive and Self …, 2021 | | 2021 |