期刊论文

Yang, Kailun;Li, ZY

英文

Knowledge-Based Systems

0950-7051

2025

311

113006

10.1016/j.knosys.2025.113006

CRediT authorship contribution statement Jiajun Chen: Writing – original draft, Visualization, Resources, Methodology, Data curation. Jiacheng Lin: Writing – review & editing, Writing – original draft, Visualization, Formal analysis, Conceptualization. Guojin Zhong: Visualization, Validation, Software, Data curation. Haolong Fu: Visualization, Validation, Investigation. Ke Nai: Visualization, Validation. Kailun Yang: Writing – review & editing, Supervision, acquisition, Formal analysis, Conceptualization. Zhiyong Li: Writing –

本校为其他机构

Audio-guided Video Object Segmentation (A-VOS) and Referring Video Object Segmentation (R-VOS) are two highly related tasks aiming to segment specific objects from video sequences according to expression prompts. However, due to the challenges of modeling representations for different modalities, existing methods struggle to balance between interaction flexibility and localization precision. In this paper, we address this problem from two perspectives: the alignment of audio and text and the deep interaction among audio, text, and visual modalities. First, we propose a universal architecture, ...