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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：0/0  |  提交时间：2025/06/25
Depression detection  Cross-modal feature reconstruction  Feature decomposition  Multimodal fusion  
Prompting Video-Language Foundation Models With Domain-Specific Fine-Grained Heuristics for Video Question Answering 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 2, 页码: 1615-1630
作者:  Yu, Ting;  Fu, Kunhao;  Wang, Shuhui;  Huang, Qingming;  Yu, Jun
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Cognition  Computational modeling  Visualization  Context modeling  Data models  Adaptation models  Accuracy  Question answering (information retrieval)  Transformers  Feature extraction  Video question answering  discriminative unimodal comprehension  cross-modal interaction  domain-specific heuristics  video-language foundation models  entity-action relationships  context-aware reasoning  
Cross Modal Compression With Variable Rate Prompt 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 3444-3456
作者:  Gao, Junlong;  Li, Jiguo;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20
Cross modal compression  semantic fidelity  variable rate prompt  
Dual-View Curricular Optimal Transport for Cross-Lingual Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1522-1533
作者:  Wang, Yabing;  Wang, Shuhui;  Luo, Hao;  Dong, Jianfeng;  Wang, Fan;  Han, Meng;  Wang, Xun;  Wang, Meng
收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20
Visualization  Noise measurement  Estimation  Costs  Transportation  Training  Task analysis  Cross-modal retrieval  noise correspondence learning  cross-lingual transfer  optimal transport  machine translation  
Refined Knowledge Transfer for Language-Based Person Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9315-9329
作者:  Wu, Ziqiang;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang
收藏  |  浏览/下载：23/0  |  提交时间：2024/05/20
Language-based person search  knowledge enhancement  knowledge enhancement  cross-modal knowledge transfer  intra-modal knowledge transfer  intra-modal knowledge transfer  knowledge refiner  
Unsupervised Cross-Modal Hashing via Semantic Text Mining 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 8946-8957
作者:  Tu, Rong-Cheng;  Mao, Xian-Ling;  Lin, Qinghong;  Ji, Wenjin;  Qin, Weize;  Wei, Wei;  Huang, Heyan
收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20
Cross-modal retrieval  deep supervised hashing  semantic text mining  self-redefined-similarity loss  
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 1, 页码: 462-474
作者:  Liu, Yang;  Ao, Xiang;  Dong, Linfeng;  Zhang, Chao;  Wang, Jin;  He, Qing
收藏  |  浏览/下载：46/0  |  提交时间：2022/12/07
Spatiotemporal activity  mobile data  cross-modal  hierarchical embedding  
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：61/0  |  提交时间：2021/12/01
Multimodal learning  Gaussian process  latent variable modeling  cross-modal retrieval  
Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：65/0  |  提交时间：2021/12/01
Semantics  Correlation  Task analysis  Data models  Learning systems  Kernel  Deep learning  Cross-modal retrieval  correlation learning  feature learning  partial correlation  
Cross-Modal Knowledge Adaptation for Language-Based Person Search 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 4057-4069
作者:  Chen, Yucheng;  Huang, Rui;  Chang, Hong;  Tan, Chuanqi;  Xue, Tao;  Ma, Bingpeng
收藏  |  浏览/下载：49/0  |  提交时间：2021/12/01
Feature extraction  Task analysis  Lighting  Learning systems  Logic gates  Knowledge engineering  Training  Language-based person search  cross-modal knowledge adaptation  image-specific information