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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
Adobe PDF(5122Kb)  |  Favorite  |  View/Download:49/9  |  Submit date:2020/12/18
图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
移动机器人自主增量式导航行为学习 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡艳明
Adobe PDF(8482Kb)  |  Favorite  |  View/Download:158/23  |  Submit date:2020/06/27
移动机器人导航  增量式学习  机器人学习  主动学习  潜意识学习  
水下机器人海洋声场测绘方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  孙洁
Adobe PDF(8787Kb)  |  Favorite  |  View/Download:101/18  |  Submit date:2020/06/27
水下机器人  平台噪声  采样优化  声场重构  导航定位  
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
Adobe PDF(15289Kb)  |  Favorite  |  View/Download:74/13  |  Submit date:2020/07/18
Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 50, 期号: 5, 页码: 2321-2334
Authors:  Fang, Jian;  Lin SB(林绍波);  Xu ZB(徐宗本)
Adobe PDF(881Kb)  |  Favorite  |  View/Download:76/15  |  Submit date:2019/01/13
Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
基于改进残差密集网络的高光谱重建 期刊论文
光学学报, 2020, 页码: 1-15
Authors:  李勇;  金秋雨;  赵怀慈;  李波
Adobe PDF(1439Kb)  |  Favorite  |  View/Download:18/0  |  Submit date:2020/12/18
高光谱成像  残差密集网络  通道自适应  特征重标定  RGB图像  
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
Authors:  Wang, Kaidong;  Wang Y(王尧);  Zhao XL(赵熙乐);  Chan, Jonathan Cheung-Wai;  Xu ZB(徐宗本);  Meng DY(孟德宇)
Adobe PDF(6728Kb)  |  Favorite  |  View/Download:45/1  |  Submit date:2020/12/18
Hyperspectral (HS) image  image fusion  nonlocal tensor decomposition  spatial enhancement  spectral unmixing  
Adversarial networks for scale feature-attention spectral image reconstruction from a single RGB 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 8, 页码: 1-17
Authors:  Liu PF(刘鹏飞);  Zhao HC(赵怀慈)
Adobe PDF(2066Kb)  |  Favorite  |  View/Download:70/12  |  Submit date:2020/05/16
hyperspectral imaging  generative adversarial network  attention mechanism  feature pyramid  boundary supervision