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| MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
作者: Qian Hu; Jiayi Ma; Yuan Gao ; Junjun Jiang; Yixuan Yuan
 Adobe PDF(10937Kb) |  收藏 | 浏览/下载：16/1 | 提交时间：2024/04/10
Compressive imaging deep unfolding network hyperspectral image |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li; Xia Xie; Lizhen Cui; Fei-Yue Wang
Adobe PDF(7239Kb) | 收藏 | 浏览/下载：28/7 | 提交时间：2024/03/18
Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| 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：17/4 | 提交时间：2024/03/18 |
| 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
Adobe PDF(37784Kb) | 收藏 | 浏览/下载：49/20 | 提交时间：2024/02/19
Monocular 3D object detection normalizing flows Swin Transformer |
| 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
Adobe PDF(8541Kb) | 收藏 | 浏览/下载：221/153 | 提交时间：2024/01/02
Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：231/153 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| 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 |
| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
Adobe PDF(5205Kb) | 收藏 | 浏览/下载：91/32 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Multi-Blockchain Based Data Trading Markets With Novel Pricing Mechanisms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2222-2232
作者: Juanjuan Li; Junqing Li; Xiao Wang; Rui Qin; Yong Yuan; Fei-Yue Wang
Adobe PDF(2004Kb) | 收藏 | 浏览/下载：162/72 | 提交时间：2023/10/31
Auction data trading markets multi-blockchain pricing mechanisms |
| Distributed Adaptive Resource Allocation: An Uncertain Saddle-Point Dynamics Viewpoint 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2209-2221
作者: Dongdong Yue; Simone Baldi; Jinde Cao; Qi Li; Bart De Schutter
Adobe PDF(5043Kb) | 收藏 | 浏览/下载：47/8 | 提交时间：2023/10/31
Adaptive systems directed graphs resource allocation saddle-point dynamics |
