Xiaofan Lin

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding

ViPS introduces an Efficient Prior Proxy to generate multiple foundational priors with minimal inference overhead, and a Dynamic Prior Fusion mechanism to achieve harmonious and context-aware prior fusion and injection from the prior proxies.