Jul 2026
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.
Xiaofan Lin, Xiaohu Huang, Kai Han
· arXiv.org · 0 citations