On Class Imbalance and Background Filtering in Visual Relationship Detection

Alessio Sarullo, Tingting Mu

In this paper we investigate the problems of class imbalance and irrelevant relationships in Visual Relationship Detection (VRD). State-of-the-art deep VRD models still struggle to…