Data Rate Reduction for Video Streams in Teleoperated Driving
Neumeier, Stefan, Bajpai, Vaibhav, Neumeier, Marion, Facchi, Christian, Ott, Joerg
Published in IEEE transactions on intelligent transportation systems (01.10.2022)
Published in IEEE transactions on intelligent transportation systems (01.10.2022)
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Journal Article
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications
Neumeier, Marion, Tollkuhn, Andreas, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
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Conference Proceeding
Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space
Neumeier, Marion, Botsch, Michael, Tollkuhn, Andreas, Berberich, Thomas
Published in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) (19.09.2021)
Published in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) (19.09.2021)
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Conference Proceeding
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models
Neumeier, Marion, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17.06.2024)
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Conference Proceeding
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models
Neumeier, Marion, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain
Neumeier, Marion, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Published in 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) (24.09.2023)
Published in 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) (24.09.2023)
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Conference Proceeding
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain
Neumeier, Marion, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Year of Publication 16.08.2023
Year of Publication 16.08.2023
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Journal Article
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications
Neumeier, Marion, Tollkühn, Andreas, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Year of Publication 25.05.2023
Year of Publication 25.05.2023
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Journal Article
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction
Neumeier, Marion, Tollkühn, Andreas, Botsch, Michael, Utschick, Wolfgang
Published in arXiv.org (12.05.2023)
Published in arXiv.org (12.05.2023)
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Paper
Journal Article
Gradient Derivation for Learnable Parameters in Graph Attention Networks
Neumeier, Marion, Tollkühn, Andreas, Dorn, Sebastian, Botsch, Michael, Utschick, Wolfgang
Year of Publication 21.04.2023
Year of Publication 21.04.2023
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Journal Article
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction
Neumeier, Marion, Tollkuhn, Andreas, Botsch, Michael, Utschick, Wolfgang
Published in 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (08.10.2022)
Published in 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (08.10.2022)
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Conference Proceeding
Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space
Neumeier, Marion, Tollkühn, Andreas, Berberich, Thomas, Botsch, Michael
Year of Publication 25.03.2021
Year of Publication 25.03.2021
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Journal Article