UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving

Hao He,Hengchen Dai,Naiyan Wang,Hao He,Hengchen Dai,Naiyan Wang

Trajectory prediction has always been a challenging problem for autonomous driving, since it needs to infer the latent intention from the behaviors and interactions from traffic participants. This problem is intrinsically hard, because each participant may behave differently under different environments and interactions. This key is to effectively model the interlaced influence from both spatial c...