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Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
作者:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(4817Kb)  |  收藏  |  浏览/下载：381/85  |  提交时间：2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit 期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 卷号: 67, 期号: 10.1109/TBME.2019.2963815, 页码: 1-12
作者:  Kong, Lingxin;  An, Yu;  Liang, Qian;  Yin, Lin;  Du, Yang;  Tian, Jie
浏览  |  Adobe PDF(4495Kb)  |  收藏  |  浏览/下载：263/79  |  提交时间：2020/06/03
adaptive group orthogonal matching pursuit  fluorescence molecular tomography  local spatial structured sparsity regularization  inverse problem  
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2419-2431
作者:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：310/41  |  提交时间：2019/12/16
Unsupervised domain adaptation  triplet loss  stacked attention  multi-modality  social event recognition  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
作者:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
浏览  |  Adobe PDF(2826Kb)  |  收藏  |  浏览/下载：367/97  |  提交时间：2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
作者:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
Adobe PDF(2013Kb)  |  收藏  |  浏览/下载：407/106  |  提交时间：2018/01/02
Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：537/268  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
作者:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
浏览  |  Adobe PDF(2269Kb)  |  收藏  |  浏览/下载：441/182  |  提交时间：2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Transformation invariant subspace clustering 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 期号: doi:10.1016/j.patcog.2016.02.006, 页码: 142-155
作者:  Li, Qi;  Sun, Zhenan;  Lin, Zhouchen;  He, Ran;  Tan, Tieniu
浏览  |  Adobe PDF(3366Kb)  |  收藏  |  浏览/下载：335/91  |  提交时间：2016/06/22
Transformation  Subspace Clustering  Joint Alignment And Clustering  
Model-Free Optimal Tracking Control via Critic-Only Q-Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 10, 页码: 2134-2144
作者:  Luo, Biao;  Liu, Derong;  Huang, Tingwen;  Wang, Ding;  Luo,Biao
Adobe PDF(1521Kb)  |  收藏  |  浏览/下载：565/283  |  提交时间：2016/10/24
Critic-only Q-learning (Coql)  Model-free  Nonaffine Nonlinear Systems  Optimal Tracking Control  
Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4461-4478
作者:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
浏览  |  Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：414/124  |  提交时间：2016/12/26
Binary Codes  Classification  Feature Fusion  Hashing  Hyperspectral Images