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Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
Authors:  Na Luo
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Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Stability and Generalization of Hypergraph Collaborative Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 184-196
Authors:  Michael K. Ng
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Hypergraphs, vertices, hyperedges, collaborative networks, graph convolutional neural networks (CNNs), stability, generalization guarantees  
面向异步时空脉冲数据的特征学习 学位论文
, 2023
Authors:  孙琳晖
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脉冲数据  特征学习  时空关系建模  图卷积神经网络  多尺度特征  
GAN-Based Facial Attribute Manipulation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14590-14610
Authors:  Liu, Yunfan;  Li, Qi;  Deng, Qiyao;  Sun, Zhenan;  Yang, Ming-Hsuan
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Generative adversarial networks  image translation  facial attribute manipulation  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
Authors:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
Favorite  |  View/Download:33/0  |  Submit date:2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)  
Graph convolutional network with tree-guided anisotropic message passing 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 909-924
Authors:  Wang, Ruixiang;  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
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Deep learning  Graph convolutional networks  Graph structure learning  Anisotropic message passing  
面向未剪辑视频的时序行为检测技术研究 学位论文
, 2023
Authors:  陈云泽
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深度学习  视频理解  行为分析  时序行为检测  
Learning Dynamic Graph for Overtaking Strategy in Autonomous Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
Authors:  Hu, Xuemin;  Liu, Yanfang;  Tang, Bo;  Yan, Junchi;  Chen, Long
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Autonomous driving  graph convolutional network  trainable adjacency matrix  overtaking  dynamic graph  
篇章级事件抽取关键技术研究 学位论文
, 2023
Authors:  杨航
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自然语言处理  信息抽取  事件抽取  篇章级事件抽取  
基于图表示学习的股票市场预测方法研究 学位论文
, 2023
Authors:  田虎
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股票市场预测  图表示学习  金融复杂网络  股票关联  股票分析师