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Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:  Du, Changde;  Du, Changying;  He, Huiguang
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Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
Integrating No.3 lymph nodes and primary tumor radiomics to predict lymph node metastasis in T1-2 gastric cancer 期刊论文
BMC Medical Imaging, 2021, 卷号: 21, 期号: 1
Authors:  Wang,Xiaoxiao;  Li,Cong;  Fang,Mengjie;  Zhang,Liwen;  Zhong,Lianzhen;  Dong,Di;  Tian,Jie;  Shan,Xiuhong
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Stomach cancer  Lymph nodes  Nomogram  
动态资讯 2021年 第03期(总第83期) 其他
2021-03-19
Authors:  张桂英
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Enhancing knowledge graph embedding with relational constraints 期刊论文
NEUROCOMPUTING, 2021, 卷号: 429, 页码: 77-88
Authors:  Li, Mingda;  Sun, Zhengya;  Zhang, Siheng;  Zhang, Wensheng
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Knowledge graph embedding  Translational model  Relational constraints  Knowledge graph completion  
DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning 期刊论文
NEURAL NETWORKS, 2021, 卷号: 135, 页码: 1-12
Authors:  Tiwari, Prayag;  Zhu, Hongyin;  Pandey, Hari Mohan
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Knowledge graph reasoning  Reinforcement learning  Graph self-attention  GRU  
Self-attention mechanism in person re-identification models 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 页码: 19
Authors:  Chen, Wenbai;  Lu, Yue;  Ma, Hang;  Chen, Qili;  Wu, Xibao;  Wu, Peiliang
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Person re-identification  Deep neural network  Self-attention  Computer vision  
Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 548, 页码: 295-312
Authors:  Liang, Yunji;  Li, Huihui;  Guo, Bin;  Yu, Zhiwen;  Zheng, Xiaolong;  Samtani, Sagar;  Zeng, Daniel D.
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View attention  Spatial attention  Multi-view representation  Series and parallel connection  Conventional neural network  Text classification  
Efficient and Practical Correlation Filter Tracking 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 3, 页码: 17
Authors:  Zhu, Chengfei;  Jiang, Shan;  Li, Shuxiao;  Lan, Xiaosong
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visual tracking  correlation filter  model update  long-term tracking  
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
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EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 2, 页码: 863-875
Authors:  Zhang, Hui;  Luo, Guiyang;  Tian, Yonglin;  Wang, Kunfeng;  He, Haibo;  Wang, Fei-Yue
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Image segmentation  Annotations  Computational modeling  Automation  Object detection  Visualization  Instance segmentation  virtual-real interaction  synthetic images  distribution discrepancy  autonomous vehicles