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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:14/7  |  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:24/9  |  提交时间:2024/05/22 |
| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330 作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi
Adobe PDF(16165Kb)  |   收藏  |  浏览/下载:14/4  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126 作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
Adobe PDF(12695Kb)  |   收藏  |  浏览/下载:29/2  |  提交时间:2024/04/10 Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| A Weakly-Supervised Crowd Density Estimation Method Based on Two-Stage Linear Feature Calibration 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 965-981 作者: Yong-Chao Li; Rui-Sheng Jia; Ying-Xiang Hu; Hong-Mei Sun
Adobe PDF(10448Kb)  |   收藏  |  浏览/下载:50/24  |  提交时间:2024/03/18 Crowd density estimation linear feature calibration vision transformer weakly-supervision learning |
| Depth-Guided Vision Transformer With Normalizing Flows for Monocular 3D Object Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 673-689 作者: Cong Pan ; Junran Peng ; Zhaoxiang Zhang![](/image/person.jpg)
Adobe PDF(37784Kb)  |   收藏  |  浏览/下载:66/22  |  提交时间:2024/02/19 Monocular 3D object detection normalizing flows Swin Transformer |
| Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473 作者: Chaoyu Gong; Yang You
Adobe PDF(1769Kb)  |   收藏  |  浏览/下载:69/37  |  提交时间:2024/01/23 Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| Social Radars: Finding Targets in Cyberspace for Cybersecurity 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 279-282 作者: Lili Fan; Changxian Zeng; Yutong Wang ; Jiaqi Ma; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(10180Kb)  |   收藏  |  浏览/下载:70/8  |  提交时间:2024/01/23 |
| Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239 作者: Yahui Liu ; Bin Tian ; Yisheng Lv ; Lingxi Li; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(8541Kb)  |   收藏  |  浏览/下载:251/161  |  提交时间:2024/01/02 Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| 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:125/25  |  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 |