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Semisupervised Progressive Representation Learning for Deep Multiview Clustering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:  Chen, Rui;  Tang, Yongqiang;  Xie, Yuan;  Feng, Wenlong;  Zhang, Wensheng
收藏  |  浏览/下载：78/0  |  提交时间：2023/11/17
Representation learning  Training  Data models  Task analysis  Complexity theory  Semisupervised learning  Optimization  Deep clustering  multiview clustering  progressive sample learning  semisupervised learning  
TREPH: A Plug-In Topological Layer for Graph Neural Networks 期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:  Ye, Xue;  Sun, Fang;  Xiang, Shiming
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：101/25  |  提交时间：2023/06/19
graph neural network  graph representation learning  topological data analysis  extended persistent homology  
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:  Hu, Liangchen;  Dai, Zhenlei;  Tian, Lei;  Zhang, Wensheng
收藏  |  浏览/下载：161/0  |  提交时间：2023/03/20
Sparse matrices  Manifolds  Machine learning algorithms  Laplace equations  Heuristic algorithms  Data models  Data mining  Adaptive graph learning  separability examination  marginal information preserving  L-2,L-p-norm sparsity  compact representation  
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:  Xu, Ting-Bing;  Liu, Cheng-Lin
收藏  |  浏览/下载：174/0  |  提交时间：2022/02/16
Training  Nonlinear distortion  Data models  Neural networks  Knowledge engineering  Network architecture  Generalization error  network compression  representation invariance  self-distillation (SD)  
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao-Yuan;  Chen, C. L. Philip
收藏  |  浏览/下载：251/0  |  提交时间：2021/04/27
Robustness  Laplace equations  Technological innovation  Learning systems  Data models  Gaussian noise  Convex functions  Block-diagonal representation learning  cross-view classification  low-rank representation  multiview learning  
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 58990-59000
作者:  Lin, Qika;  Niu, Yaoqiang;  Zhu, Yifan;  Lu, Hao;  Mushonga, Keith Zvikomborero;  Niu, Zhendong
收藏  |  浏览/下载：245/0  |  提交时间：2019/01/08
Heterogeneous knowledge  data embedding  entity representation  attentive neural networks  short-term music recommendation  
Robust Structured Subspace Learning for Data Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 10, 页码: 2085-2098
作者:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
浏览  |  Adobe PDF(525Kb)  |  收藏  |  浏览/下载：933/409  |  提交时间：2015/10/13
Data Representation  Latent Subspace  Image Understanding  Feature Learning  Structure Preserving  
Slice representation of range data for head pose estimation 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 128, 页码: 18-35
作者:  Tang, Yunqi;  Sun, Zhenan;  Tan, Tieniu
收藏  |  浏览/下载：156/0  |  提交时间：2015/08/12
Head Pose Estimation  Slice Representation  Random Forests  Range Data  Kinect  
Window Mining by Clustering Mid-Level Representation for Weakly Supervised Object Localization 会议论文
Proc. International Conference on Image Processing 2014, Paris, France, 2014-10-01
作者:  Chong Wang;  Weiqiang Ren;  Kaiqi Huang
收藏  |  浏览/下载：170/0  |  提交时间：2016/12/30
Data Mining    image Representation    image Segmentation