Janarthanan Krishnamoorthy

Inductive Conformal Prediction for Guaranteed Class-Label Coverage in Object Detection

Conformal prediction has emerged as a principled framework for uncertainty quantification in computer vision, offering rigorous finite-sample coverage guarantees. However, its application in object detection has remained largely confined to localization, as standard inference codebases typically yield only top-1 class...