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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  
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  
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  
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  
Focus and Align: Learning Tube Tokens for Video-Language Pre-Training 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 8036-8050
作者:  Zhu, Yongqing;  Li, Xiangyang;  Zheng, Mao;  Yang, Jiahao;  Wang, Zihan;  Guo, Xiaoqian;  Chai, Zifeng;  Yuan, Yuchen;  Jiang, Shuqiang
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Electron tubes  Semantics  Visualization  Feature extraction  Task analysis  Transformers  Detectors  Local alignment mechanism  semantic centers  tube tokens  video-language pre-training  
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：40/0  |  提交时间：2021/12/01
Multimodal learning  Gaussian process  latent variable modeling  cross-modal retrieval  
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7012-7024
作者:  Chen, Zuyao;  Cong, Runmin;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Logic gates  Object detection  Contamination  Task analysis  Saliency detection  Computer science  Image color analysis  Salient object detection  RGB-D images  depth potentiality perception  gated multi-modality attention  
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：43/0  |  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  
Pano-SfMLearner: Self-Supervised Multi-Task Learning of Depth and Semantics in Panoramic Videos 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 832-836
作者:  Liu, Mengyi;  Wang, Shuhui;  Guo, Yulan;  He, Yuan;  Xue, Hui
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Depth estimation  semantic segmentation  pano-ramic video  self-supervised learning