Another paper showing why conformal prediction deserves serious attention in self-driving.
The paper is:
“Uncertainty-Aware Vision-based Risk Object Identification via Conformal Risk Tube Prediction.”
The core idea is exactly the right one.
In driving, risk is not a neat binary label.
