Guillermo Pita Gil

Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting

This paper presents a novel vehicle motion forecasting method based on multi-head attention. It produces joint forecasts for all vehicles on a road scene as sequences of multi-modal probability density functions of their positions. Its architecture uses multi-head attention to account for interactio…