Wen-Xin Qiu

Causal Discovery and Deep Learning-based Interaction-aware Pedestrian Trajectory Prediction

The experimental results demonstrate that the proposed pedestrian trajectory modeling approach achieves a good balance between prediction accuracy and interpretability, while also identifying limitations, including at low-density scenes and due to causal model assumptions.