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| 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:100/23  |  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 |
| 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:114/49  |  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:109/38  |  提交时间:2023/08/10 Curvature regularization deep metric learning (DML) embedding learning geometry flow riemannian metric |
| Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543 作者: Guijun Ma; Zidong Wang; Weibo Liu; Jingzhong Fang; Yong Zhang; Han Ding; Ye Yuan Adobe PDF(4250Kb)  |  收藏  |  浏览/下载:133/60  |  提交时间:2023/06/14 Deep transfer learning domain adaptation hyperparameter selection lithium-ion batteries (LIBs) particle swarm optimization state of health estimation (SOH) |
| Coarse-to-Fine Video Instance Segmentation With Factorized Conditional Appearance Flows 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1192-1208 作者: Zheyun Qin; Xiankai Lu; Xiushan Nie; Dongfang Liu; Yilong Yin; Wenguan Wang Adobe PDF(42794Kb)  |  收藏  |  浏览/下载:80/23  |  提交时间:2023/04/26 Embedding learning generative model normalizing flows video instance segmentation (VIS) |
| A Survey on Negative Transfer 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329 作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu Adobe PDF(2739Kb)  |  收藏  |  浏览/下载:229/96  |  提交时间:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238 作者: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang Adobe PDF(7068Kb)  |  收藏  |  浏览/下载:249/64  |  提交时间:2023/01/03 Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Multi-Cluster Feature Selection Based on Isometric Mapping 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 570-572 作者: Yadi Wang; Zefeng Zhang; Yinghao Lin Adobe PDF(767Kb)  |  收藏  |  浏览/下载:138/52  |  提交时间:2022/03/09 |
| Scribble-Supervised Video Object Segmentation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353 作者: Peiliang Huang; Junwei Han; Nian Liu; Jun Ren; Dingwen Zhang Adobe PDF(15349Kb)  |  收藏  |  浏览/下载:156/23  |  提交时间:2021/11/03 Convolutional neural networks (CNNs) scribble self-attention video object segmentation weakly supervised |
| CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187 作者: A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Lianyao Wu; Li Hou Adobe PDF(3792Kb)  |  收藏  |  浏览/下载:141/25  |  提交时间:2021/06/11 3D shape analysis convolutional neural network DNNs object classification volumetric CNN |