Luke S. Zettlemoyer

Vision-Language Grounding as Bidirectional Concept Correspondence

This formulation unifies common grounding tasks, including phrase grounding, referring expression grounding, and open-vocabulary detection, by treating text segmentation, image segmentation, and cross-modal alignment as a single correspondence prediction problem.