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| Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498
作者: You Zhao; Xing He ; Mingliang Zhou; Tingwen Huang
 Adobe PDF(2287Kb) |  收藏 | 浏览/下载：5/3 | 提交时间：2024/05/22
Accelerated projection neurodynamic approach linear and set constraints projection operators smooth and nonsmooth convex optimization time scaling |
| 面向高光谱分类的局部几何稀疏保持嵌入 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 10, 页码: 2496-2507
作者: 黄鸿; 唐玉枭; 段宇乐
Adobe PDF(8460Kb) | 收藏 | 浏览/下载：0/0 | 提交时间：2024/05/20
高光谱图像 维数约简 稀疏表示 流形学习 协同嵌入 |
| A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
作者: Jin Xie; San-Yang Liu; Jia-Xi Chen
Adobe PDF(1245Kb) | 收藏 | 浏览/下载：15/6 | 提交时间：2024/04/23
Distributed learning (DL) semi-supervised learning (SSL) manifold regularization (MR) single layer feed-forward neural network (SLFNN) privacy preserving |
| 融合MRI信息的PET图像去噪:基于图小波的方法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 12, 页码: 2605-2614
作者: 易利群; 盛玉霞; 柴利
Adobe PDF(1747Kb) | 收藏 | 浏览/下载：18/7 | 提交时间：2024/04/17
正电子发射断层成像 磁共振成像 图小波 去噪 |
| Combining discrete and continuous representation: Scale-arbitrary super-resolution for satellite images 期刊论文
Remote Sensing, 2023, 卷号: 15, 页码: 1827
作者: An T(安泰); Huo CL(霍春雷); Xiang SM(向世明); Pan CH(潘春洪)
Adobe PDF(14935Kb) | 收藏 | 浏览/下载：74/9 | 提交时间：2024/01/17
scale-arbitrary super-resolution image representation satellite imagery |
| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者: Zefeng Zheng; Luyao Teng; Wei Zhang; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb) | 收藏 | 浏览/下载：114/25 | 提交时间：2023/10/31
Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie
Adobe PDF(3206Kb) | 收藏 | 浏览/下载：127/38 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107
作者: Shaohua Teng; Zefeng Zheng; Naiqi Wu; Luyao Teng; Wei Zhang
Adobe PDF(1786Kb) | 收藏 | 浏览/下载：121/50 | 提交时间：2023/09/22
Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| Geometry Flow-Based Deep Riemannian Metric Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1882-1892
作者: Yangyang Li; Chaoqun Fei; Chuanqing Wang; Hongming Shan; Ruqian Lu
Adobe PDF(1815Kb) | 收藏 | 浏览/下载：122/41 | 提交时间：2023/08/10
Curvature regularization deep metric learning (DML) embedding learning geometry flow riemannian metric |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：187/69 | 提交时间：2023/07/06 |
