Scenario-aware Uncertainty Quantification for Trajectory Prediction with Statistical Guarantees

Yiming Shu, Jiahui Xu, Linghuan Kong +3

Reliable uncertainty quantification in trajectory prediction is crucial for safety-critical autonomous driving systems, yet existing deep learning predictors lack uncertainty-aware…