Stay on track: A frenet wrapper to overcome off-road trajectories in vehicle motion prediction

M Hallgarten, I Kisa, M Stoll… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
Predicting the future motion of surrounding vehicles is a crucial enabler for safe autonomous
driving. The field of motion prediction has seen large progress recently with State-of-the-Art …

[HTML][HTML] A balanced mineral prospectivity model of Canadian magmatic Ni (±Cu±Co±PGE) sulphide mineral systems using conditional variational autoencoders

LMA Nagasingha, CL Bérubé, CJM Lawley - Ore Geology Reviews, 2024 - Elsevier
With the increasing demand for raw materials, innovative exploration techniques are needed
to discover large mineral deposits that are accessible from the surface. In recent years …

Motion Forecasting via Model-Based Risk Minimization

A Distelzweig, E Kosman, A Look, F Janjoš… - arxiv preprint arxiv …, 2024 - arxiv.org
Forecasting the future trajectories of surrounding agents is crucial for autonomous vehicles
to ensure safe, efficient, and comfortable route planning. While model ensembling has …

Enhancing Interaction Modeling with Agent Selection and Physical Methods for Trajectory Prediction

S Huang, L Ye, M Chen, W Luo, C Xu, D Liang… - arxiv preprint arxiv …, 2024 - arxiv.org
In this study, we address the limitations inherent in most existing vehicle trajectory prediction
methodologies that indiscriminately incorporate all agents within a predetermined proximity …