TY - INPR A1 - Neumeier, Marion A1 - Tollkühn, Andreas A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Gradient Derivation for Learnable Parameters in Graph Attention Networks UR - https://doi.org/10.48550/arXiv.2304.10939 Y1 - 2023 UR - https://doi.org/10.48550/arXiv.2304.10939 PB - arXiv CY - Ithaca ER - TY - CHAP A1 - Neumeier, Marion A1 - Tollkühn, Andreas A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications T2 - IEEE IV 2023 Symposium Proceedings UR - https://doi.org/10.1109/IV55152.2023.10186536 KW - Training KW - Representation learning KW - Adaptation models KW - Correlation KW - Intelligent vehicles KW - Automotive applications KW - Predictive models Y1 - 2023 UR - https://doi.org/10.1109/IV55152.2023.10186536 SN - 979-8-3503-4691-6 SN - 2642-7214 PB - IEEE CY - Piscataway ER - TY - INPR A1 - Neumeier, Marion A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models UR - https://doi.org/10.48550/arXiv.2405.14384 Y1 - 2024 UR - https://doi.org/10.48550/arXiv.2405.14384 PB - arXiv CY - Ithaca ER - TY - CHAP A1 - Neumeier, Marion A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain T2 - 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) UR - https://doi.org/10.1109/ITSC57777.2023.10422530 Y1 - 2024 UR - https://doi.org/10.1109/ITSC57777.2023.10422530 SN - 979-8-3503-9946-2 SP - 1172 EP - 1179 PB - IEEE CY - Piscataway ER -