已选(0)清除
条数/页: 排序方式: |
| 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:61/25  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| 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:52/14  |  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:72/11  |  提交时间:2024/04/10 Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| What Does Sora Show: The Beginning of TAO to Imaginative Intelligence and Scenarios Engineering 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 809-815 作者: Fei-Yue Wang ; Qinghai Miao; Lingxi Li; Qinghua Ni; Xuan Li; Juanjuan Li ; Lili Fan; Yonglin Tian ; Qing-Long Han
Adobe PDF(571Kb)  |   收藏  |  浏览/下载:79/19  |  提交时间:2024/03/18 |
| 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:123/24  |  提交时间:2023/07/20 Deep learning hyperspectral image image fusion image super-resolution survey |
| RGCNU: Recurrent Graph Convolutional Network With Uncertainty Estimation for Remaining Useful Life Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1640-1642 作者: Qiwu Zhu; Qingyu Xiong; Zhengyi Yang ; Yang Yu![](/image/person.jpg)
Adobe PDF(438Kb)  |   收藏  |  浏览/下载:176/40  |  提交时间:2023/06/14 |
| 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:133/37  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1122-1136 作者: Tianyu Wu; Shizhu He ; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang
Adobe PDF(4650Kb)  |   收藏  |  浏览/下载:911/718  |  提交时间:2023/04/26 AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736 作者: Da Yu; Mingyi Zhang ; Mantian Li; Fusheng Zha; Junge Zhang ; Lining Sun; Kaiqi Huang![](/image/person.jpg)
Adobe PDF(7599Kb)  |   收藏  |  浏览/下载:287/108  |  提交时间:2023/03/02 Catastrophic forgetting class-incremental learning continual learning (CL) experience replay |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv ; Min Huang; Xiao Wang ; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(11937Kb)  |   收藏  |  浏览/下载:957/153  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |