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面向用户行为序列的深度上下文建模 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  崔强
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上下文信息  深度学习  用户行为序列  循环神经网络  注意力机制  
A Hierarchical Contextual Attention-based Network for Sequential Recommendation 期刊论文
Neurocomputing, 2019, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Yan Huang;  Liang Wang
View  |  Adobe PDF(545Kb)  |  Favorite  |  View/Download:33/8  |  Submit date:2019/05/09
Sequential Recommendation  Short-term Interest  Context  Attention Mechanism  Recurrent Neural Network  
Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction 会议论文
, Macau SAR, China, 14-17 April 2019
Authors:  Qiang Cui;  Yuyuan Tang;  Shu Wu;  Liang Wang
View  |  Adobe PDF(1387Kb)  |  Favorite  |  View/Download:36/22  |  Submit date:2019/05/09
Poi  Sequential Preference  Spatial Preference  Non-linear  
Spatiotemporal Distilled Dense-Connectivity Network for Video Action Recognition 期刊论文
Pattern Recognition, 2019, 卷号: 10, 期号: 20, 页码: 100-130
Authors:  Wangli Hao;  Zhaoxiang Zhang
View  |  Adobe PDF(2496Kb)  |  Favorite  |  View/Download:47/23  |  Submit date:2019/04/19
Two-stream  Action Recognition  Dense-connectivity  Knowledge Distillation  
DeepScan: Exploiting Deep Learning Malicious Account Detection in Location-Based Social Networks 期刊论文
IEEE COMMUNICATIONS MAGAZINE, 2018, 卷号: 56, 期号: 11, 页码: 21-27
Authors:  Gong, Qingyuan;  Chen, Yang;  He, Xinlei;  Zhuang, Zhou;  Wang, Tianyi;  Huang, Hong;  Wang, Xin;  Fu, Xiaoming
Favorite  |  View/Download:21/0  |  Submit date:2019/01/08
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Qiang Liu;  Wen Zhong;  Liang Wang
View  |  Adobe PDF(979Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
Adversarially Occluded Samples for Person Re-identification 会议论文
, Salt Lake City, Utah, United States, June 18-22, 2018
Authors:  Huang HJ(黄厚景);  Li DW(李党伟);  Zhang Z(张彰);  Chen XT(陈晓棠);  Huang KQ(黄凯奇)
View  |  Adobe PDF(963Kb)  |  Favorite  |  View/Download:86/16  |  Submit date:2018/10/12
Person Re-identification  Adversarial  Occlusion  行人再识别  对抗  遮挡  
Video Super-Resolution via Bidirectional Recurrent Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 1015-1028
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang
View  |  Adobe PDF(10250Kb)  |  Favorite  |  View/Download:363/131  |  Submit date:2017/06/19
Deep Learning  Recurrent Neural Networks  3d Convolution  Video Super-resolution  
Mining Significant Microblogs for Misinformation Identification: An Attention-Based Approach 期刊论文
ACM Transactions on Intelligent Systems and Technology, 2018, 卷号: 9, 期号: 5, 页码: 50
Authors:  Liu, Qiang;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(707Kb)  |  Favorite  |  View/Download:85/11  |  Submit date:2018/05/30
Misinformation Identification  Attention Model  Social Media  Significant Microblogs  
Learning Content and Style: Joint Action Recognition and Person Identification from Human Skeletons 期刊论文
Pattern Recognition, 2018, 期号: 81, 页码: 23-35
Authors:  Wang Hongsong(王洪松);  Wang Liang(王亮)
View  |  Adobe PDF(1622Kb)  |  Favorite  |  View/Download:138/51  |  Submit date:2018/06/01
Content And Style  Action Recognition  Person Identification From Motions  Skeleton Transformation  Multi-task Rnn