UCFN: Uncertainty-aware cross-granularity fusion network for visual intention understanding

Wenbo Xu, Xinde Li, Chuanfei Hu, Huaping Liu

Abstract: Highlights•A novel uncertainty-aware cross-granularity fusion network (UCFN) for VIU.•The first insight into evidence-based uncertainty to guide cross-granularity fusion.•A novel Fine-to-Coarse (F2C) alignment strategy to unify the dimensions of evidence vectors.•A new state-of-the-art result on the public benchmark for VIU.

External IDs:doi:10.1016/j.neucom.2025.131117