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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:138/25  |  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 |
| GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123 作者: Xinhua Wang; Shasha Zhao; Lei Guo; Lei Zhu; Chaoran Cui; Liancheng Xu
Adobe PDF(1627Kb)  |   收藏  |  浏览/下载:120/50  |  提交时间:2023/09/22 Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Evolutionary Multitasking With Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1951-1964 作者: Kangjia Qiao; Jing Liang ; Zhongyao Liu; Kunjie Yu; Caitong Yue; Boyang Qu
Adobe PDF(3148Kb)  |   收藏  |  浏览/下载:103/44  |  提交时间:2023/09/07 Constrained multi-objective optimization evolutionary multitasking (EMT) global auxiliary task knowledge transfer local auxiliary task |
| Nonconvex Noise-Tolerant Neural Model for Repetitive Motion of Omnidirectional Mobile Manipulators 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1766-1768 作者: Zhongbo Sun; Shijun Tang; Jiliang Zhang; Junzhi Yu![](/image/person.jpg)
Adobe PDF(562Kb)  |   收藏  |  浏览/下载:114/44  |  提交时间:2023/07/20 |
| 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:106/20  |  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:70/29  |  提交时间:2023/06/14 |
| Local-to-Global Causal Reasoning for Cross-Document Relation Extraction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1608-1621 作者: Haoran Wu ; Xiuyi Chen ; Zefa Hu ; Jing Shi ; Shuang Xu ; Bo Xu
Adobe PDF(2465Kb)  |   收藏  |  浏览/下载:141/44  |  提交时间:2023/06/14 Causal reasoning cross document graph reasoning relation extraction (RE) |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387 作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb)  |   收藏  |  浏览/下载:115/30  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303 作者: Chaoxu Mu; Yong Zhang ; Guangbin Cai; Ruijun Liu; Changyin Sun
Adobe PDF(4205Kb)  |   收藏  |  浏览/下载:244/114  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| 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:92/27  |  提交时间:2023/04/26 Embedding learning generative model normalizing flows video instance segmentation (VIS) |