Andreas Tollkühn | DeepAI

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Featured Co-authors

Wolfgang Utschick
42 publications
Michael Botsch
16 publications
Sebastian Dorn
7 publications
Marion Neumeier
4 publications
Thomas Berberich
1 publication

research

∙ 05/25/2023

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

For automotive applications, the Graph Attention Network (GAT) is a prom...

0 Marion Neumeier, et al. ∙

research

∙ 05/12/2023

A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction

This work introduces the multidimensional Graph Fourier Transformation N...

0 Marion Neumeier, et al. ∙

research

∙ 04/21/2023

Gradient Derivation for Learnable Parameters in Graph Attention Networks

This work provides a comprehensive derivation of the parameter gradients...

0 Marion Neumeier, et al. ∙

research

∙ 03/25/2021

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

This paper introduces the Descriptive Variational Autoencoder (DVAE), an...

0 Marion Neumeier, et al. ∙