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| Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680 作者: Bingrong Xu; Jianhua Yin; Cheng Lian; Yixin Su; Zhigang Zeng Adobe PDF(3368Kb)  |  收藏  |  浏览/下载:62/25  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| A Local-Global Attention Fusion Framework with Tensor Decomposition for Medical Diagnosis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1536-1538 作者: Peishu Wu; Han Li; Liwei Hu; Jirong Ge; Nianyin Zeng Adobe PDF(630Kb)  |  收藏  |  浏览/下载:54/19  |  提交时间:2024/05/22 |
| MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150 作者: Qian Hu; Jiayi Ma; Yuan Gao; Junjun Jiang; Yixuan Yuan Adobe PDF(10937Kb)  |  收藏  |  浏览/下载:58/16  |  提交时间:2024/04/10 Compressive imaging deep unfolding network hyperspectral image |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501 作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo Adobe PDF(12478Kb)  |  收藏  |  浏览/下载:104/29  |  提交时间:2024/01/23 Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| 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:169/48  |  提交时间:2023/09/22 Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691 作者: Xinya Wang; Qian Hu; Yingsong Cheng; Jiayi Ma Adobe PDF(22541Kb)  |  收藏  |  浏览/下载:124/24  |  提交时间:2023/07/20 Deep learning hyperspectral image image fusion image super-resolution survey |
| Tensor Distribution Regression Based on the 3D Conventional Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1628-1630 作者: Lin Chen; Xin Luo Adobe PDF(769Kb)  |  收藏  |  浏览/下载:75/33  |  提交时间:2023/06/14 |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406 作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang Adobe PDF(2741Kb)  |  收藏  |  浏览/下载:172/63  |  提交时间:2023/05/29 Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121 作者: Yue Zhou; Xin Luo; MengChu Zhou Adobe PDF(1723Kb)  |  收藏  |  浏览/下载:171/76  |  提交时间:2023/04/26 Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 813-815 作者: Erting Pan; Yong Ma; Xiaoguang Mei; Jun Huang; Fan Fan; Jiayi Ma Adobe PDF(5890Kb)  |  收藏  |  浏览/下载:251/41  |  提交时间:2023/03/02 |