多模态信息融合

PoolingVQ: A VQVAE Variant for Reducing Audio Redundancy and Boosting Multi-Modal Fusion in Music Emotion Analysis

Dinghao Zou, Yicheng Gong, Xiaokang Li, Xin Cao, Sunbowen Lee

机构 * Wuhan University of Science and Technology（武汉科技大学） 纠错

专题命中 融合架构与评测 ：multi-modal fusion(title)

Zero-Shot Visual Deepfake Detection: Can AI Predict and Prevent Fake Content Before It's Created?

Ayan Sar, Sampurna Roy, Tanupriya Choudhury, Ajith Abraham

机构 * School of Computer Sciences, University of Petroleum and Energy Studies (UPES), Dehradun（计算机科学学院，石油与能源研究大学（UPES），德里加恩） 纠错

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV、cs.MM

Comments Published in Foundations and Trends in Signal Processing (#1 in Signal Processing, #3 in Computer Science)

Journal ref Foundations and Trends in Signal Processing (2025)

Multimodal Medical Image Classification via Synergistic Learning Pre-training

Qinghua Lin, Guang-Hai Liu, Zuoyong Li, Yang Li, Yuting Jiang, Xiang Wu

机构 * College of Biomedical Engineering, Fudan University（复旦大学生物医学工程学院） ； College of Computer Science and Engineering, Guangxi Normal University（广西师范大学计算机科学与工程学院） ； Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, School of Computer and Big Data, Minjiang University（福建省信息处理与智能控制重点实验室，闽江学院计算机与大数据学院） ； Department of Automation Science and Electrical Engineering, Beihang University（北京航空航天大学自动化科学与电气工程学院） ； Department of Digestive Endoscopy, Fuzhou University Affiliated Provincial Hospital, Provincial Clinical Medical College of Fujian Medical University（福州市大学附属省医院消化内镜科，福建医科大学省临床医学学院） ； Department of Urology, Fuzhou University Affiliated Provincial Hospital, Provincial Clinical Medical College of Fujian Medical University（福州市大学附属省医院泌尿科，福建医科大学省临床医学学院） 纠错

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV