no code implementations • 18 Sep 2023 • George Drayson, Efimia Panagiotaki, Daniel Omeiza, Lars Kunze
Corner case scenarios are an essential tool for testing and validating the safety of autonomous vehicles (AVs).
no code implementations • 8 Aug 2023 • Efimia Panagiotaki, Daniele De Martini, Lars Kunze
In this work, we propose a methodology for investigating the use of semantic attention to enhance the explainability of Graph Neural Network (GNN)-based models.
1 code implementation • 7 Aug 2023 • Efimia Panagiotaki, Daniele De Martini, Georgi Pramatarov, Matthew Gadd, Lars Kunze
This paper proposes a Graph Neural Network(GNN)-based method for exploiting semantics and local geometry to guide the identification of reliable pointcloud registration candidates.