Andreas Tollkühn

According to our database, Andreas Tollkühn authored at least 6 papers between 2015 and 2023.

Collaborative distances:

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

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

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

2018

Gaussian State Estimation with Non-Gaussian Measurement Noise.

Andreas Tollkühn, Florian Particke, Jörn Thielecke

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2018

2015

A hidden markov laplacian method for GNSS multipath detection.

Andreas Tollkühn, Jörn Thielecke, Anton Beitler

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2015