Common Grounding

Common grounding refers to the process of establishing shared understanding between agents, particularly in the context of human-computer interaction and multimodal AI. Current research focuses on improving the accuracy and efficiency of grounding models, particularly in complex scenarios like 3D scene understanding and video analysis, often employing large language models and advanced architectures like those based on scene graphs or multi-level networks. These advancements are crucial for developing more robust and reliable AI systems capable of interacting naturally with humans and completing complex tasks in dynamic environments.