Yen-Chen Liu

Social Graph Mamba: Forecasting Pedestrian Movements Based on Social Context

Forecasting pedestrian motion has always been fundamental for autonomous navigation in crowded environments. While attention-based methods achieve strong performance, they suffer from quadratic computational complexity in modeling social interactions, limiting scalability. Additionally, the existing methods often achie...