Marion Neumeier

15 papers C 1Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uncertainty-Aware Diffusion Model for Multimodal Highway Trajectory Prediction via DDIM Sampling. CoRR Marion Neumeier, Niklas Roßberg, Michael Botsch, Wolfgang Utschick
2025	J	`jnl`	Assessing the Completeness of Traffic Scenario Categories for Automated Highway Driving Functions via Cluster-based Analysis. CoRR Niklas Roßberg, Marion Neumeier, Sinan Hasirlioglu, Mohamed Essayed Bouzouraa, Michael Botsch
2025	J	`jnl`	X-TRACK: Physics-Aware xLSTM for Realistic Vehicle Trajectory Prediction. CoRR Aanchal Rajesh Chugh, Marion Neumeier, Sebastian Dorn
2024	—	`conf`	Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models. CVPR Workshops Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2024	J	`jnl`	Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models. CoRR Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2023	J	`jnl`	A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. CoRR Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
2023	J	`jnl`	Gradient Derivation for Learnable Parameters in Graph Attention Networks. CoRR Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2023	C	`conf`	Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. IV Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2023	J	`jnl`	Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. CoRR Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2023	—	`conf`	Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. ITSC Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2023	J	`jnl`	Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. CoRR Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
2022	—	`conf`	A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. ITSC Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
2022	J	`jnl`	Data Rate Reduction for Video Streams in Teleoperated Driving. IEEE Trans. Intell. Transp. Syst. Stefan Neumeier, Vaibhav Bajpai, Marion Neumeier, Christian Facchi, Jörg Ott
2021	—	`conf`	Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space. ITSC Marion Neumeier, Michael Botsch, Andreas Tollkühn, Thomas Berberich
2021	J	`jnl`	Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space. CoRR Marion Neumeier, Andreas Tollkühn, Thomas Berberich, Michael Botsch