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Julian Schmidt
Julian Schmidt
Ph.D. Candidate, Mercedes-Benz AG & Ulm University
Verified email at uni-ulm.de
Title
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Year
Crat-pred: Vehicle trajectory prediction with crystal graph convolutional neural networks and multi-head self-attention
J Schmidt, J Jordan, F Gritschneder, K Dietmayer
2022 International Conference on Robotics and Automation (ICRA), 7799-7805, 2022
312022
Scene: Reasoning about traffic scenes using heterogeneous graph neural networks
T Monninger, J Schmidt, J Rupprecht, D Raba, J Jordan, D Frank, S Staab, ...
IEEE Robotics and Automation Letters 8 (3), 1531-1538, 2023
182023
A framework for simulative evaluation and optimization of point cloud-based automotive sensor sets
S Roos, T Völkel, J Schmidt, L Ewecker, W Stork
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
92021
A benchmark for unsupervised anomaly detection in multi-agent trajectories
J Wiederer, J Schmidt, U Kressel, K Dietmayer, V Belagiannis
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
72022
Exploring Navigation Maps for Learning-Based Motion Prediction
J Schmidt, J Jordan, F Gritschneder, T Monninger, K Dietmayer
2023 IEEE International Conference on Robotics and Automation (ICRA), 3539-3545, 2023
22023
Meat: Maneuver extraction from agent trajectories
J Schmidt, J Jordan, D Raba, T Welz, K Dietmayer
2022 IEEE Intelligent Vehicles Symposium (IV), 1810-1816, 2022
22022
Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction
J Wiederer, J Schmidt, U Kressel, K Dietmayer, V Belagiannis
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
12023
RESET: Revisiting Trajectory Sets for Conditional Behavior Prediction
J Schmidt, P Huissel, J Wiederer, J Jordan, V Belagiannis, K Dietmayer
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
12023
Sbof: An end-to-end framework for simulative black-box optimization of hybrid perceptive functions
S Roos, J Schmidt, W Stork
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
12021
LMR: Lane Distance-Based Metric for Trajectory Prediction
J Schmidt, T Monninger, J Jordan, K Dietmayer
2023 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2023
2023
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