Huiqun Huang

CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction

Trajectory prediction models that can infer both future trajectories and their associated uncertainties of the target vehicles is crucial for safe and robust navigation and path planning of autonomous vehicles. However, the majority of existing trajectory prediction models have neither considered re…