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Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
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Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network Journal article
Neurocomputing, 2022,Volume: 481,Page: 133-153
Authors:  Zhang, Guangyao;  Li, Yanting;  Jiang, Wenbo;  Shu, Lianjie
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Domain Adaptation  Fault Diagnosis  Lstm  Mmd  Scada  Transfer Learning  Wind Turbine  
DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating Journal article
Neural Computing and Applications, 2022,Volume: 34,Issue: 8,Page: 6413-6425
Authors:  Luo, Linhao;  Zhang, Xiaofeng;  Chen, Xiaoyun;  Liu, Kai;  Peng, Dan;  Yang, Xiaofei
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Graph Embedding  Online Dating  Reciprocal Recommendation  Recommender System  
Gaussian process image classification based on multi-layer convolution kernel function Journal article
Neurocomputing, 2022,Volume: 480,Page: 99-109
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan;  Wang, Xiaofeng;  Tang, Yuanyan
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Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks Journal article
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022,Volume: 44,Issue: 4,Page: 2228-2242
Authors:  Lu, Xiankai;  Wang, Wenguan;  Shen, Jianbing;  Crandall, David;  Luo, Jiebo
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Differentiable Co-attention Mechanism  Siamese Network  Zero-shot Video Object Segmentation  
Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation Journal article
International Journal of Machine Learning and Cybernetics, 2022
Authors:  Lu, Zeng;  Zhang, Ganghan;  Huang, Guoheng;  Yu, Zhiwen;  Pun, Chi Man;  Zhang, Weiwen;  Chen, Junan;  Ling, Wing Kuen
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Feature Reconstruction  Key-frame Extraction  Relation Between Frames  Temporal Modeling  Video-based Person Re-identification  
MIVCN: Multimodal interaction video captioning network based on semantic association graph Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 5,Page: 5241-5260
Authors:  Wang, Ying;  Huang, Guoheng;  Yuming, Lin;  Yuan, Haoliang;  Pun, Chi Man;  Ling, Wing Kuen;  Cheng, Lianglun
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Attention Mechanism  Gated Recurrent Unit  Graph Convolutional Network  Long-short Term Memory  Multimodal Fusion  Video Captioning  
Coverage hole detection in WSN with force-directed algorithm and transfer learning Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 5,Page: 5435-5456
Authors:  Lai, Yue Hui;  Cheong, Se Hang;  Zhang, Hui;  Si, Yain Whar
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Convolutional Neural Network  Coverage Hole Detection  Force-directed Algorithm  Transfer Learning  Wireless Sensor Networks  
Analyzing students’ performance in computerized formative assessments to optimize teachers’ test administration decisions using deep learning frameworks Journal article
Journal of Computers in Education, 2022,Volume: 9,Issue: 1,Page: 71-91
Authors:  Shin, Jinnie;  Chen, Fu;  Lu, Chang;  Bulut, Okan
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Computerized Formative Assessment  Long Short-term Memory Network  Progress Monitoring  Time Series Clustering  
Augmented global attention network for image super-resolution Journal article
IET Image Processing, 2022,Volume: 16,Issue: 2,Page: 567-575
Authors:  Du, Xiaobiao;  Jiang, Saibiao;  Liu, Jie
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