no code implementations • 10 May 2024 • MingYu Liu, Ekim Yurtsever, Marc Brede, Jun Meng, Walter Zimmer, Xingcheng Zhou, Bare Luka Zagar, Yuning Cui, Alois Knoll
In this study, we introduce an object relation module, consisting of a graph generator and a graph neural network (GNN), to learn the spatial information from certain patterns to improve 3D object detection.
2 code implementations • 2 Jan 2024 • MingYu Liu, Ekim Yurtsever, Jonathan Fossaert, Xingcheng Zhou, Walter Zimmer, Yuning Cui, Bare Luka Zagar, Alois C. Knoll
Autonomous driving has rapidly developed and shown promising performance due to recent advances in hardware and deep learning techniques.
1 code implementation • 22 Oct 2023 • Xingcheng Zhou, MingYu Liu, Bare Luka Zagar, Ekim Yurtsever, Alois C. Knoll
The applications of Vision-Language Models (VLMs) in the fields of Autonomous Driving (AD) and Intelligent Transportation Systems (ITS) have attracted widespread attention due to their outstanding performance and the ability to leverage Large Language Models (LLMs).