Marion Neumeier

According to our database, Marion Neumeier authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models.

Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Gradient Derivation for Learnable Parameters in Graph Attention Networks.

Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick

CoRR, 2023

Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications.

Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain.

Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Data Rate Reduction for Video Streams in Teleoperated Driving.

Stefan Neumeier, Vaibhav Bajpai, Marion Neumeier, Christian Facchi, Jörg Ott

IEEE Trans. Intell. Transp. Syst., 2022

A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction.

Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space.

Marion Neumeier, Michael Botsch, Andreas Tollkühn, Thomas Berberich

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021