Aligning Knowledge Graph with Visual Perception for Object-goal Navigation

The author proposes the Aligning Knowledge Graph with Visual Perception (AKGVP) method to enhance object-goal navigation by aligning scene descriptions with visual perception through continuous knowledge graph modeling and multimodal feature alignment.