多模态信息融合

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics

Jing Li, Yifan Wang, Jiafeng Yan, Renlong Zhang, Bin Yang

专题命中 通用Image Fusion ：image fusion(title,abstract)；infrared and visible(abstract)；分类 cs.CV

Comments 10 pages, 7 figures. Accepted by AAAI 2026

Text-Guided Channel Perturbation and Pretrained Knowledge Integration for Unified Multi-Modality Image Fusion

Xilai Li, Xiaosong Li, Weijun Jiang

机构 * Xilai Li, Xiaosong Li, Weijun Jiang（作者） 纠错

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments Accepted at AAAI 2026

Language-Enhanced Generative Modeling for Amyloid PET Synthesis from MRI and Blood Biomarkers

Zhengjie Zhang, Xiaoxie Mao, Qihao Guo, Shaoting Zhang, Qi Huang, Mu Zhou, Fang Xie, Mianxin Liu

机构 * organization= Shanghai Artificial Intelligence Laboratory , city= Shanghai , postcode= 200082 , country= China ； organization= School of Medicine, Xiamen University , city= Xiamen , state= Fujian , country= China ； organization= Department of Nuclear Medicine \& PET Center, Huashan Hospital, Fudan University , city= Shanghai , country= China ； organization= Department of Gerontology, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital , city= Shanghai , country= China ； organization= Department of Computer Science, Rutgers University , city= New Brunswick , state= New Jersey , country= United States ； organization= Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , city= Shenzhen , country= China 纠错

专题命中 医学影像融合 ：information fusion(abstract)；分类 cs.CV

Comments 31 pages, 8 figures

MASt3R-Fusion: Integrating Feed-Forward Visual Model with IMU, GNSS for High-Functionality SLAM

Yuxuan Zhou, Xingxing Li, Shengyu Li, Zhuohao Yan, Chunxi Xia, Shaoquan Feng

机构 * School of Geodesy and Geomatics, Wuhan University（武汉大学测绘学院） 纠错

专题命中 自动驾驶多传感器融合 ：information fusion(abstract)；分类 cs.CV、cs.RO

Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection

Yihua Wang, Qi Jia, Cong Xu, Feiyu Chen, Yuhan Liu, Haotian Zhang, Liang Jin, Lu Liu, Zhichun Wang

机构 * IEIT SYSTEMS Co., Ltd.（IEIT SYSTEMS公司） 纠错

专题命中 融合架构与评测 ：multimodal fusion(title,abstract)

Comments Accepted at AAAI 2026 Conference

IDOL: Meeting Diverse Distribution Shifts with Prior Physics for Tropical Cyclone Multi-Task Estimation

Hanting Yan, Pan Mu, Shiqi Zhang, Yuchao Zhu, Jinglin Zhang, Cong Bai

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