2 papers
cs.AI2024
Planning-Aware Diffusion Networks for Enhanced Motion Forecasting in Autonomous Driving
Liu Yunhao, Ding Hong, Zhang Ziming +3
Autonomous driving technology has seen significant advancements, but existing models often fail to fully capture the complexity of multi-agent environments, where interactions betw…
stat.ME2024
Wrapped Gaussian Process Functional Regression Model for Batch Data on Riemannian Manifolds
Jinzhao Liu, Chao Liu, Jian Qing Shi +1
Regression is an essential and fundamental methodology in statistical analysis. The majority of the literature focuses on linear and nonlinear regression in the context of the Eucl…