Abstract: Scene graph provides a high-level scene understanding of the image, which has a wide range of applications in computer vision. Previous methods elaborately design many message passing ...

Abstract: Graph Neural Networks (GNNs) have attracted increasing research interest for their remarkable capability to model graph-structured knowledge. However, GNNs suffer from intensive data ...