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GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 23
作者:  Huang, Wuliang;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Chen, Qian
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing  
TransSurv: Transformer-Based Survival Analysis Model Integrating Histopathological Images and Genomic Data for Colorectal Cancer 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3411-3420
作者:  Lv, Zhilong;  Lin, Yuexiao;  Yan, Rui;  Wang, Ying;  Zhang, Fa
收藏  |  浏览/下载：24/0  |  提交时间：2024/05/20
Cancer  Genomics  Bioinformatics  Transformers  Tumors  Feature extraction  Prognostics and health management  Survival analysis  multi-modal learning  transformer  histopathological slides  genomic data  
Rethinking Semantic Image Compression: Scalable Representation With Cross-Modality Transfer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 8, 页码: 4441-4445
作者:  Zhang, Pingping;  Wang, Shiqi;  Wang, Meng;  Li, Jiguo;  Wang, Xu;  Kwong, Sam
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/04
Semantic image compression  cross-modality  scalable coding  
Context-Aware Proposal-Boundary Network With Structural Consistency for Audiovisual Event Localization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/04
Audiovisual learning  context learning  event localization  
DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Zhu, Yida;  Luo, Haiyong;  Chen, Runze;  Zhao, Fang
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Convolutional denoising autoencoders (CDAEs)  global-attention mechanism  graph convolutional networks  human activity recognition (HAR)  multisensor modality  self-attention mechanism  
Semantic and Relation Modulation for Audio-Visual Event Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7711-7725
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Visualization  Location awareness  Correlation  Proposals  Semantics  Task analysis  Modulation  Audio-visual learning  event localization  normalization  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning  
MemBridge: Video-Language Pre-Training With Memory-Augmented Inter-Modality Bridge 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4073-4087
作者:  Yang, Jiahao;  Li, Xiangyang;  Zheng, Mao;  Wang, Zihan;  Zhu, Yongqing;  Guo, Xiaoqian;  Yuan, Yuchen;  Chai, Zifeng;  Jiang, Shuqiang
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Video-language pre-training  inter-modality bridge  memory module  
CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：19/0  |  提交时间：2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
Does Thermal Really Always Matter for RGB-T Salient Object Detection? 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6971-6982
作者:  Cong, Runmin;  Zhang, Kepu;  Zhang, Chen;  Zheng, Feng;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Task analysis  Decoding  Semantics  Object detection  Location awareness  Lighting  Feature extraction  RGB-T images  salient object detection  global illumination estimation  semantic constraint provider  localization and complementation