Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction?

Laurent Boucaud, Daniel Aloise, Nicolas Saunier

We consider the problem of predicting the future path of a pedestrian using its motion history and the motion history of the surrounding pedestrians, called social information. Sin…