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Alois Knoll
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Simulating Data Flows of Very Large Scale Intelligent Transportation Systems
NT Tangirala, C Sommer, A Knoll
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced …, 2024
12024
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection
Q Syed, M Paulitsch, K Hagn, NK Cihangir, KU Scholl, F Oboril, G Hinz, ...
arXiv preprint arXiv:2406.03188, 2024
2024
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models
QS Sha, M Paulitsch, K Pattabiraman, K Hagn, F Oboril, C Buerkle, ...
arXiv preprint arXiv:2406.03229, 2024
2024
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models
Q Syed Sha, M Paulitsch, K Pattabiraman, K Hagn, F Oboril, C Buerkle, ...
arXiv e-prints, arXiv: 2406.03229, 2024
2024
Evaluating Uncertainty-based Failure Detection for Closed-Loop LLM Planners
Z Zheng, Q Feng, H Li, A Knoll, J Feng
arXiv preprint arXiv:2406.00430, 2024
2024
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
S Gu, L Shi, Y Ding, A Knoll, C Spanos, A Wierman, M Jin
arXiv preprint arXiv:2405.20860, 2024
2024
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning
S Gu, B Sel, Y Ding, L Wang, Q Lin, A Knoll, M Jin
arXiv preprint arXiv:2405.16390, 2024
2024
Vision language models in autonomous driving: A survey and outlook
X Zhou, M Liu, E Yurtsever, BL Zagar, W Zimmer, H Cao, AC Knoll
IEEE Transactions on Intelligent Vehicles, 2024
22024
Safe Multiagent Learning With Soft Constrained Policy Optimization in Real Robot Control
S Gu, D Huang, M Wen, G Chen, A Knoll
IEEE Transactions on Industrial Informatics, 2024
22024
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs
M Liu, E Yurtsever, M Brede, J Meng, W Zimmer, X Zhou, BL Zagar, Y Cui, ...
arXiv preprint arXiv:2405.06782, 2024
2024
Efficient and Deterministic Search Strategy Based on Residual Projections for Point Cloud Registration With Correspondences
X Li, H Cao, Y Liu, X Liu, F Zhang, A Knoll
IEEE Transactions on Intelligent Vehicles, 2024
2024
PointCompress3D--A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems
W Zimmer, R Pranamulia, X Zhou, M Liu, AC Knoll
arXiv preprint arXiv:2405.01750, 2024
12024
A survey on autonomous driving datasets: Statistics, annotation quality, and a future outlook
M Liu, E Yurtsever, J Fossaert, X Zhou, W Zimmer, Y Cui, BL Zagar, ...
IEEE Transactions on Intelligent Vehicles, 2024
42024
Magnetic Soft Microrobot Design for Cell Grasping and Transportation
F Wang, Y Zhang, D Jin, Z Jiang, Y Liu, A Knoll, H Jiang, Y Ying, M Zhou
Cyborg and Bionic Systems 5, 0109, 2024
12024
TUMTraf event: Calibration and fusion resulting in a dataset for roadside event-based and RGB cameras
C Creß, W Zimmer, N Purschke, BN Doan, S Kirchner, ...
IEEE Transactions on Intelligent Vehicles, 2024
42024
Grid codes vs. multi-scale, multi-field place codes for space
R Dietrich, N Waniek, M Stemmler, A Knoll
Frontiers in Computational Neuroscience 18, 1276292, 2024
2024
A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation
T Betz, L Wen, F Pan, G Kaljavesi, A Zuepke, A Bastoni, M Caccamo, ...
arXiv preprint arXiv:2404.12683, 2024
2024
Context-Based Meta-Reinforcement Learning with Bayesian Nonparametric Models
Z Bing, Y Yun, K Huang, A Knoll
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
2024
Residual Chain Prediction for Autonomous Driving Path Planning
L Zhou, Y Zhou, H Liu, A Knoll
arXiv preprint arXiv:2404.05423, 2024
2024
Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems
N Petrovic, F Pan, K Lebioda, V Zolfaghari, S Kirchner, N Purschke, ...
arXiv preprint arXiv:2404.05508, 2024
2024
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