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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:33/9  |  提交时间:2024/04/10 Compressive imaging deep unfolding network hyperspectral image |
| 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:38/3  |  提交时间:2024/04/10 Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| 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![](/image/person.jpg)
Adobe PDF(59664Kb)  |   收藏  |  浏览/下载:78/20  |  提交时间:2024/02/19 Multi-expert learning underwater image enhancement unsupervised learning |
| 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![](/image/person.jpg)
Adobe PDF(37784Kb)  |   收藏  |  浏览/下载:71/22  |  提交时间:2024/02/19 Monocular 3D object detection normalizing flows Swin Transformer |
| More than Lightening: A Self-supervised Low-light Image Enhancement Method Capable for Multiple Degradations 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 622-637 作者: Han Xu; Jiayi Ma; Yixuan Yuan; Hao Zhang; Xin Tian; Xiaojie Guo
Adobe PDF(25490Kb)  |   收藏  |  浏览/下载:61/9  |  提交时间:2024/02/19 Color correction low-light image enhancement self-supervised learning |
| 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:100/20  |  提交时间:2023/07/20 Deep learning hyperspectral image image fusion image super-resolution survey |
| 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:91/26  |  提交时间:2023/04/26 Embedding learning generative model normalizing flows video instance segmentation (VIS) |
| 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:854/688  |  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:265/99  |  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:910/148  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |