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基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors:  翟乃举;  周晓锋;  李帅;  史海波
Adobe PDF(1042Kb)  |  Favorite  |  View/Download:28/1  |  Submit date:2021/01/17
加热炉  迁移学习  时间卷积网络  知识蒸馏  
Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible 期刊论文
APPLIED OCEAN RESEARCH, 2021, 卷号: 106, 页码: 1-11
Authors:  Pan YJ(潘怡君);  Zheng ZY(郑泽宇);  Fu DZ(付殿峥)
Adobe PDF(3732Kb)  |  Favorite  |  View/Download:46/1  |  Submit date:2021/02/27
Information fusion  Bayesian  Sparse representation  Deep manned submersible  Water leakage detection  
Efficient Attention Pyramid Network for Semantic Segmentation 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 18867-18875
Authors:  Yang QR(杨琦瑞);  Ku T(库涛);  Hu KY(胡琨元)
Adobe PDF(1727Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2021/02/27
Semantic segmentation  attention mechanism  spatial pyramid  PASCAL VOC 2012  Cityscapes  
基于数据驱动的自主式水下潜水器故障检测方法研究与应用 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  杨宗圣
Adobe PDF(4581Kb)  |  Favorite  |  View/Download:76/8  |  Submit date:2020/06/27
自主式水下潜水器  故障检测  主元分析  注意力机制  大数据  
基于全局交互的图像语义理解方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  熊艳彬
Adobe PDF(2148Kb)  |  Favorite  |  View/Download:80/4  |  Submit date:2020/06/27
卷积神经网络  循环神经网络  图像语义理解  全局交互机制  注意力机制  
Empirical Mode Decomposition and Temporal Convolutional Networks for Remaining Useful Life Estimation 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020, 卷号: 48, 期号: 1, 页码: 61-79
Authors:  Yang, Wensi;  Yao QF(么庆丰);  Ye KJ(叶可江);  Xu CZ(须成忠)
Adobe PDF(2861Kb)  |  Favorite  |  View/Download:112/25  |  Submit date:2019/11/30
Convolutional neural networks  Empirical mode decomposition  Remaining useful life  Reliability  
Generating and Editing Arbitrary Facial Images by Learning Feature Axis 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 135468-135478
Authors:  Yang N(杨楠);  Xu YY(许原野);  Zheng ZY(郑泽宇);  Qi, Liang;  Guo, Xiwang;  Wang TR(王天然)
Adobe PDF(2449Kb)  |  Favorite  |  View/Download:114/13  |  Submit date:2020/08/22
Mathematical model  Gallium nitride  Computational modeling  Training  Generators  Decoding  Generative adversarial networks  Deep learning  generative adversarial networks  image generating  image editing  
面向网络入侵检测的GAN-SDAE-RF模型研究 期刊论文
计算机工程与应用, 2020, 页码: 1-13
Authors:  安磊;  韩忠华;  林硕;  尚文利
Adobe PDF(1085Kb)  |  Favorite  |  View/Download:39/1  |  Submit date:2020/10/31
深度学习  生成式对抗网络  栈式降噪自编码器  随机森林算法  
基于全局交互的图像语义理解方法 期刊论文
控制与决策, 2020, 卷号: 35, 期号: 9, 页码: 2013-2111
Authors:  库涛;  熊艳彬;  杨楠;  林乐新;  朱珠
Adobe PDF(1886Kb)  |  Favorite  |  View/Download:133/9  |  Submit date:2019/08/29
卷积神经网络  循环神经网络  图像语义理解  全局交互机制  数据正则化  门控循环单元GRU  
A method for degradation prediction based on Hidden Semi-Markov models with mixture of Kernels 期刊论文
Computers in Industry, 2020, 卷号: 122, 页码: 1-13
Authors:  Yang TJ(杨天吉);  Zheng ZY(郑泽宇);  Qi L(亓亮)
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Prognostics and health management  Remaining useful lifetime  Hidden semi-Markov models  Kernel method approximationa