@unpublished{NeumeierTollkuehnDornetal.2023, author = {Neumeier, Marion and Tollk{\"u}hn, Andreas and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Gradient Derivation for Learnable Parameters in Graph Attention Networks}, publisher = {arXiv}, address = {Ithaca}, doi = {https://doi.org/10.48550/arXiv.2304.10939}, year = {2023}, language = {en} } @inproceedings{NeumeierTollkuehnDornetal.2023, author = {Neumeier, Marion and Tollk{\"u}hn, Andreas and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications}, booktitle = {IEEE IV 2023 Symposium Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-4691-6}, issn = {2642-7214}, doi = {https://doi.org/10.1109/IV55152.2023.10186536}, year = {2023}, language = {en} } @unpublished{NeumeierDornBotschetal.2024, author = {Neumeier, Marion and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models}, publisher = {arXiv}, address = {Ithaca}, doi = {https://doi.org/10.48550/arXiv.2405.14384}, year = {2024}, language = {en} } @inproceedings{NeumeierDornBotschetal.2024, author = {Neumeier, Marion and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain}, booktitle = {2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-9946-2}, doi = {https://doi.org/10.1109/ITSC57777.2023.10422530}, pages = {1172 -- 1179}, year = {2024}, language = {en} }