NeurIPS 2020

UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection

Meta Review

This paper proposes a new framework for WSOD, with great performance (close to FSOD). Ablation results are provided, and the method is based on prior work but with important differences. Code has been shared. It is not fully clear why performance is such an improvement over prior WSOD, since prior methods have explored similar ideas (in different form). However, several expert reviewers agreed that the community would benefit from seeing this work.