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| Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者: Yuchuang Tong ; Haotian Liu; Zhengtao Zhang
 Adobe PDF(7587Kb) |  收藏 | 浏览/下载：74/14 | 提交时间：2024/01/23
Future trends and challenges humanoid robots human-robot interaction key technologies potential applications |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
 Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 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：86/28 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| 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：76/19 | 提交时间：2023/07/20
Deep learning hyperspectral image image fusion image super-resolution survey |
| 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：112/38 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| 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
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：802/144 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| SSL-WAEIE: Self-Supervised Learning With Weighted Auto-Encoding and Information Exchange for Infrared and Visible Image Fusion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1694-1697
作者: Gucheng Zhang; Rencan Nie; Jinde Cao
Adobe PDF(1266Kb) | 收藏 | 浏览/下载：104/30 | 提交时间：2022/08/19 |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao
Adobe PDF(1612Kb) | 收藏 | 浏览/下载：186/40 | 提交时间：2022/08/01
Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2121-2137
作者: Linfeng Tang; Yuxin Deng; Yong Ma; Jun Huang; Jiayi Ma
Adobe PDF(7619Kb) | 收藏 | 浏览/下载：224/86 | 提交时间：2022/12/02
Global spatial attention image fusion image registration mutual promotion semantic awareness |
| Structured Sparse Coding With the Group Log-regularizer for Key Frame Extraction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1818-1830
作者: Zhenni Li; Yujie Li; Benying Tan; Shuxue Ding; Shengli Xie
Adobe PDF(23281Kb) | 收藏 | 浏览/下载：123/22 | 提交时间：2022/09/08
Difference of convex algorithm (DCA) group log-regularizer key frame extraction structured sparse coding |
