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SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：60/0  |  提交时间：2020/12/10
Semantics  Correlation  Visualization  Skeleton  Matrix decomposition  Kernel  Laplace equations  Unsupervised multi-view subspace learning  semantic inconsistency  tensor factorization  deep auto-encoders  
Split Multiplicative Multi-View Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5147-5160
作者:  Yang, Zhiyong;  Xu, Qianqian;  Zhang, Weigang;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：301/0  |  提交时间：2019/12/10
Computational and artificial intelligence  artificial intelligence  learning systems  unsupervised learning and computers and information processing  image processing  image representation  
Online Asymmetric Metric Learning With Multi-Layer Similarity Aggregation for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4299-4312
作者:  Wu, Yiling;  Wang, Shuhui;  Song, Guoli;  Huang, Qingming
收藏  |  浏览/下载：262/0  |  提交时间：2019/08/16
Cross-modal retrieval  asymmetric metric  online learning  multi-layer aggregation  
Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2397-2409
作者:  Pang, Junbiao;  Tao, Fei;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：81/0  |  提交时间：2019/12/10
Multimodal description  Poisson deconvolution (PD)  topic coherent  topic description  topic detection on Web  
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 4, 页码: 844-856
作者:  Xu, Qianqian;  Xiong, Jiechao;  Cao, Xiaochun;  Huang, Qingming;  Yao, Yuan
收藏  |  浏览/下载：93/0  |  提交时间：2019/08/16
Preference aggregation  HodgeRank  mixed-effects models  linearized bregman iterations  personalized ranking  position bias  
GPU-Based Hierarchical Motion Estimation for High Efficiency Video Coding 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 4, 页码: 851-862
作者:  Luo, Falei;  Wang, Shanshe;  Wang, Shiqi;  Zhang, Xinfeng;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：239/0  |  提交时间：2019/08/16
GPU  motion estimation  High Efficiency Video Coding  
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 3, 页码: 1072-1083
作者:  Pang, Junbiao;  Hu, Anjing;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：84/0  |  提交时间：2019/04/03
Poisson deconvolution  prototype learning (PL)  sparsity  submodularity  topic interpretation  Web topic detection  
Joint multi-view representation and image annotation via optimal predictive subspace learning 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 451, 页码: 180-194
作者:  Xue, Zhe;  Li, Guorong;  Huang, Qingming
收藏  |  浏览/下载：62/0  |  提交时间：2019/12/10
Multi-view data  Image annotation  Representation learning  Subspace learning  Structure preserving  
Joint Feature Selection and Classification for Multilabel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 876-889
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：60/0  |  提交时间：2019/12/10
Feature selection  label correlation  label-specific features  multilabel classification  shared features  
Multi-label double-layer learning for cross-modal retrieval 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1893-1902
作者:  He, Jianfeng;  Ma, Bingpeng;  Wang, Shuhui;  Liu, Yugui;  Huang, Qingming
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/10
Cross-modal retrieval  Multi-label  Multimedia  Partial least squares