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Time-Aware Representation Learning of Knowledge Graphs 会议论文
, 在线, 2021.07.18-22
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
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基于生成对抗网络的人脸图像增强方法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2021
Authors:  窦昊
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人脸图像增强  生成对抗网络  近红外人脸图像增强  人脸超分辨  跨年龄人脸变换  
基于受限样本的图像转换方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  曹杰
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图像转换  图像合成  生成对抗式网络  人脸转正  异质人脸图像生成  
压缩和激活网络及其在图像识别中的应用 研究报告
2021
Authors:  孙刚
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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  
3D stem model construction with geometry consistency using terrestrial laser scanning data 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 2, 页码: 714-737
Authors:  You, Lei;  Guo, Jianwei;  Pang, Yong;  Tang, Shouzheng;  Song, Xinyu;  Zhang, Xiaopeng
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Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning 期刊论文
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2021, 卷号: 38, 期号: 1, 页码: 166-195
Authors:  Xie, Jiaheng;  Zhang, Zhu;  Liu, Xiao;  Zeng, Daniel
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Computational design science  deep learning  social media analytics  health IT  HealthTech  opioid addiction  addiction treatment  
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
Authors:  Chengcai Leng;  Hai Zhang;  Guorong Cai;  Zhen Chen;  Anup Basu
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Data clustering  dimension reduction  image registration  non-negative matrix factorization (NMF)  total variation (TV)  
Optimal Policies for Quantum Markov Decision Processes 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 410-421
Authors:  Ming-Sheng Ying;  Yuan Feng;  Sheng-Gang Ying
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Quantum Markov decision processes  quantum machine learning  reinforcement learning  dynamic programming  decision making  
Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
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Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning