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| Unsupervised Multi-Expert Learning Model for Underwater Image Enhancement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 708-722
作者: Hongmin Liu; Qi Zhang; Yufan Hu; Hui Zeng; Bin Fan
 Adobe PDF(59664Kb) |  收藏 | 浏览/下载：41/13 | 提交时间：2024/02/19
Multi-expert learning underwater image enhancement unsupervised learning |
| PAPS: Progressive Attention-Based Pan-sharpening 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 391-404
作者: Yanan Jia; Qiming Hu; Renwei Dian; Jiayi Ma; Xiaojie Guo
Adobe PDF(10173Kb) | 收藏 | 浏览/下载：35/8 | 提交时间：2024/01/23
High-resolution multispectral image image fusion pan-sharpening progressive enhancement |
| 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：80/35 | 提交时间：2023/09/22
Contrastive learning counterfactual representation graph neural network knowledge tracing |
| 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：808/144 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| 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 |
| Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
作者: Xiang Li; Yixiao Xu; Naipeng Li; Bin Yang; Yaguo Lei
Adobe PDF(2608Kb) | 收藏 | 浏览/下载：170/49 | 提交时间：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| 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：228/86 | 提交时间：2022/12/02
Global spatial attention image fusion image registration mutual promotion semantic awareness |
| CDP-GAN: Near-Infrared and Visible Image Fusion Via Color Distribution Preserved GAN 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1698-1701
作者: Jun Chen; Kangle Wu; Yang Yu; Linbo Luo
Adobe PDF(4249Kb) | 收藏 | 浏览/下载：132/28 | 提交时间：2022/08/19 |
| Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者: Yixin Wang; Shuang Qiu; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He
Adobe PDF(1908Kb) | 收藏 | 浏览/下载：258/58 | 提交时间：2022/08/19
Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality variational autoencoder |
| Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1528-1531
作者: Yu Liu; Yu Shi; Fuhao Mu; Juan Cheng; Xun Chen
Adobe PDF(2574Kb) | 收藏 | 浏览/下载：98/25 | 提交时间：2022/08/01 |
