Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension
Cantao Wu,
Yi Cai,
Liuwu Li
et al.
Abstract:Referring Expression Comprehension (ReC) is a task that involves localizing objects in images based on natural language expressions. Most ReC methods typically approach the task as a supervised learning problem. However, the need for costly annotations, such as clear image-text pairs or region-text pairs, hinders the scalability of existing approaches. In this work, we propose a novel scene graph-based framework that automatically generates highquality pseudo region-query pairs. Our method harnesses scene grap… Show more
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