1 code implementation • 9 Jan 2023 • Thomas Monninger, Julian Schmidt, Jan Rupprecht, David Raba, Julian Jordan, Daniel Frank, Steffen Staab, Klaus Dietmayer
In this work we propose SCENE, a methodology to encode diverse traffic scenes in heterogeneous graphs and to reason about these graphs using a heterogeneous Graph Neural Network encoder and task-specific decoders.
Ranked #1 on Node Classification on BGS
no code implementations • 10 Jun 2022 • Julian Schmidt, Julian Jordan, David Raba, Tobias Welz, Klaus Dietmayer
Additionally, an analysis of the datasets and an evaluation of the prediction models based on the agent dynamics is provided.