Marion Neumeier

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Spectral Domain

Diffusion Models

Steepest Ascent

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models. CoRR (2024)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. IV (2023)
Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. CoRR (2023)
Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. CoRR (2023)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Gradient Derivation for Learnable Parameters in Graph Attention Networks. CoRR (2023)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. CoRR (2023)
Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. ITSC (2023)
Stefan Neumeier, Vaibhav Bajpai, Marion Neumeier, Christian Facchi, Jörg Ott
Data Rate Reduction for Video Streams in Teleoperated Driving. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. ITSC (2022)
Marion Neumeier, Andreas Tollkühn, Thomas Berberich, Michael Botsch
Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space. CoRR (2021)
Marion Neumeier, Michael Botsch, Andreas Tollkühn, Thomas Berberich
Variational Autoencoder-Based Vehicle Trajectory Prediction with an Interpretable Latent Space. ITSC (2021)