RuoHuai Xie

Ego3S: Select, Strengthen, and Synchronize for Efficient Egocentric Reasoning

Egocentric reasoning fundamentally differs from third-person understanding in LVLMs. Third-person settings offer wide and stable contexts with consistent global regularities, allowing models to utilize broad statistical correlations. In contrast, egocentric scenes are highly dynamic and heterogeneou…