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Efficient Group-n Encoding and Decoding for Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2610-2623
Authors:  Zichang Tan;  Jun Wan;  Zhen Lei;  Ruicong Zhi;  Guodong Guo;  Stan Z. Li
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Age estimation  deep learning  convolutional neural network  age grouping  data imbalance  
Auxiliary Demographic Information Assisted Age Estimation with Cascaded Structure 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 49, 期号: 9, 页码: 2531-2541
Authors:  Jun Wan;  Zichang Tan;  Zhen Lei;  Guodong Guo;  Stan Z. Li
View  |  Adobe PDF(8619Kb)  |  Favorite  |  View/Download:107/32  |  Submit date:2017/09/13
Convolutional Neural Networks  Gaussian Process Regression  Age Estimation  Demographic  
D2C: Deep cumulatively and comparatively learning for human age estimation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 0, 页码: 95-105
Authors:  Li, Kai;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
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Age Estimation  Deep Learning  Convolutional Neural Network  
Diagnosing deep learning models for high accuracy age estimation from a single image 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 1, 页码: 106-116
Authors:  Xing, Junhang;  Li, Kai;  Hu, Weiming;  Yuan, Chunfeng;  Ling, Haibin
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Age Estimation  Deep Learning  Multi-task Learning  
Visual BFI: An Exploratory Study for Image-Based Personality Test 会议论文
, Harbin, 2016
Authors:  Sang JT(桑基韬);  Huaiwen Zhang;  Changsheng Xu
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Activity Sensor: Check-In Usage Mining for Local Recommendation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 卷号: 6, 期号: 3
Authors:  Sang, Jitao;  Mei, Tao;  Xu, Changsheng
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Design  Algorithms  Performance  Location-based Service  Local Recommendation  Check-in  Usage Mining  
Unified YouTube Video Recommendation via Cross-network Collaboration 会议论文
ACM International Conference on Multimedia Retrieval (ICMR), Brisbane, Australia, 2015-10
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng
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User-centric Social Multimedia Computing 专著
Berlin Heidelberg:Springer, 2014
Authors:  Sang, Jitao
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Geometry preserving multi-task metric learning 期刊论文
MACHINE LEARNING, 2013, 卷号: 92, 期号: 1, 页码: 133-175
Authors:  Yang, Peipei;  Huang, Kaizhu;  Liu, Cheng-Lin
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Multi-task Learning  Metric Learning  Geometry Preserving  Von Neumann Divergence  Bregman Matrix Divergence  
A multi-task framework for metric learning with common subspace 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2013, 卷号: 22, 期号: 7-8, 页码: 1337-1347
Authors:  Yang, Peipei;  Huang, Kaizhu;  Liu, Cheng-Lin
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Multi-task Learning  Metric Learning  Low Rank  Subspace