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Sina Moayed Baharlou

2 accepted papers

2022

Improving Scene Graph Classification by Exploiting Knowledge from Texts

AAAI 2022technical

Training scene graph classification models requires a large amount of annotated image data. Meanwhile, scene graphs represent relational knowledge that can be modeled with symbolic data from texts or knowledge graphs. While image annotation demands extensive labor, collecting textual descriptions of…

Cited by 21SourcePDFScholar
2021

Classification by Attention: Scene Graph Classification with Prior Knowledge

AAAI 2021technical

A major challenge in scene graph classification is that the appearance of objects and relations can be significantly different from one image to another. Previous works have addressed this by relational reasoning over all objects in an image or incorporating prior knowledge into classification. Unli…