Vision Language Model, Knowledge Graph, Generative Model.
limited data. The core innovation is the GraphAdapter, a strategy that leverages dual KGs — separate but interconnected graphs for textual and visual knowledge — to enrich the model’s understanding and generation capabilities. By creating two interconnected KGs — one for text and another for visual