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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Neural Collaborative Preference Learning With Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1977-1989
作者:  Li, Zhaopeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Ma, Ke;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Recommender system  collaborative ranking  neural networks  preference ranking  
Graph Regularized Encoder-Decoder Networks for Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Laplace equations  Visualization  Manifolds  Image reconstruction  Task analysis  Decoding  Semantics  Auto-encoder  encoder-decoder  graph regularizer  image representation learning  
Augmented Adversarial Training for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 559-571
作者:  Wu, Yiling;  Wang, Shuhui;  Song, Guoli;  Huang, Qingming
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Cross-modal retrieval  data alignment  adversa-rial training  
Detecting Small Objects Using a Channel-Aware Deconvolutional Network 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 6, 页码: 1639-1652
作者:  Duan, Kaiwen;  Du, Dawei;  Qi, Honggang;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/10
Object detection  Feature extraction  Training  Birds  Deconvolution  Proposals  Detectors  Small object detection  channel-aware deconvolution  multi-RPN  anchor matching  
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：292/0  |  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  
Beyond global fusion: A group-aware fusion approach for multi-view image clustering 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 493, 页码: 176-191
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Huang, Jun;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：260/0  |  提交时间：2019/08/16
Multi-view learning  Local fusion strategy  Group-aware fusion  Image clustering  
Hedging Deep Features for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 5, 页码: 1116-1130
作者:  Qi, Yuankai;  Zhang, Shengping;  Qin, Lei;  Huang, Qingming;  Yao, Hongxun;  Lim, Jongwoo;  Yang, Ming-Hsuan
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
Visual tracking  convolutional neural network  adaptive hedge  Siamese network  
Structure-Aware Local Sparse Coding for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3857-3869
作者:  Qi, Yuankai;  Qin, Lei;  Zhang, Jian;  Zhang, Shengping;  Huang, Qingming;  Yang, Ming-Hsuan
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/10
Visual tracking  local sparse coding  spatial structure information  template update  
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：55/0  |  提交时间：2019/12/10
Multi-view data  Image annotation  Representation learning  Subspace learning  Structure preserving