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LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 10
作者:  Wu, Huyu;  Jia, Bowen;  Yuan, Xue-Ming
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Temporally relevant images  Multimodal classification  Large language models  Zero-shot segmentation  Vision-spectral fusion  
Entropy-regulated cross-modal generative fusion for multimodal network intrusion detection 期刊论文
INFORMATION FUSION, 2026, 卷号: 126, 页码: 16
作者:  Wang, Xiangbin;  Yuan, Qingjun;  Yu, Wentao;  Meng, Qianwei;  Lu, Siqi;  He, Wenqi;  Gu, Chunxiang;  Wang, Yongjuan
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Generative artificial intelligence  Intrusion detection system  Multimodal fusion  Diffusion model  Cross-modal representation  Differential entropy  
CL-DGCN: contrastive learning based deeper graph convolutional network for traffic flow data prediction 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 卷号: 203, 页码: 18
作者:  Zhang, Enwei;  Lv, Zhiqiang;  Cheng, Zesheng;  Ke, Jintao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimodal transportation  Traffic flow prediction  Graph convolutional network  Hyperaggregation function  
Improving multimodal named entity recognition via text-image relevance prediction with large language models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 10
作者:  Zeng, Qingyang;  Yuan, Minghui;  Su, Yueyang;  Mi, Jia;  Che, Qianzi;  Wan, Jing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimodal named entity recognition  Multimodal learning  Large language model  Contrastive learning  Social media  
Consistent multimodal pre-training for visual tokenization 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2025, 卷号: 68, 期号: 10, 页码: 15
作者:  Pan, Ting;  Tang, Lulu;  Wang, Xinlong;  Liu, Xin;  Shan, Shiguang
收藏  |  浏览/下载：10/0  |  提交时间：2025/12/03
foundation model  multimodal  representation learning  visual tokenization  
Multimodal Food Learning 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2025, 卷号: 21, 期号: 7, 页码: 28
作者:  Min, Weiqing;  Hong, Xingjian;  Liu, Yuxin;  Huang, Mingyu;  Jin, Ying;  Zhou, Pengfei;  Xu, Leyi;  Wang, Yilin;  Jiang, Shuqiang;  Rui, Yong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimodal Food Learning  Cross-modal Retrieval  Cross-modal Generation  Food Recognition  
Text-guided multimodal depression detection via cross-modal feature reconstruction and decomposition 期刊论文
INFORMATION FUSION, 2025, 卷号: 117, 页码: 10
作者:  Chen, Ziqiang;  Wang, Dandan;  Lou, Liangliang;  Zhang, Shiqing;  Zhao, Xiaoming;  Jiang, Shuqiang;  Yu, Jun;  Xiao, Jun
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Depression detection  Cross-modal feature reconstruction  Feature decomposition  Multimodal fusion  
Inferential and Commonsense Visual Question Generation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 7796-7809
作者:  Bi, Chao;  Wang, Shuhui;  Li, Na;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visual question generation  visual question answering  multimodal datasets  knowledge and inference  Visual question generation  visual question answering  multimodal datasets  knowledge and inference  
An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 96, 页码: 12
作者:  Cheng, Shiyu;  Shang, Pan;  Zhang, Yingwei;  Guan, Jianhe;  Chen, Yiqiang;  Lv, Zeping;  Huang, Shuyun;  Liu, Yajing;  Xie, Haiqun
收藏  |  浏览/下载：43/0  |  提交时间：2024/12/06
Mild cognitive impairment  Auxiliary diagnosis  fNIRS  Scales  Multimodal fusion  Scales screening  
Vision matters for shape representation: Evidence from sculpturing and drawing in the blind 期刊论文
CORTEX, 2024, 卷号: 174, 页码: 241-255
作者:  Tian, Shuang;  Chen, Lingjuan;  Wang, Xiaoying;  Li, Guochao;  Fu, Ze;  Ji, Yufeng;  Lu, Jiahui;  Wang, Xiaosha;  Shan, Shiguang;  Bi, Yanchao
收藏  |  浏览/下载：40/0  |  提交时间：2024/12/06
Shape  Multimodal  Blind  Object modelling  Drawing