NeurIPS 2020

A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection

Meta Review

This paper proposes an improved detection method by a combination of detection and ranking loss. It received a unanimous positive assessment from reviewers. It was felt that the combination of losses was novel and intuitive, though there were suggestions that reporting performance on additional detectors would make the work stronger.