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检索条件"主题词=Encoder-decoder"
902 条 记 录,以下是111-120 订阅
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Water Quality Prediction Based on the KF-LSTM encoder-decoder Network: A Case Study with Missing Data Collection
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WATER 2023年 第14期15卷 2542页
作者: Cai, Hao Zhang, Chen Xu, Jianlong Wang, Fei Xiao, Lianghong Huang, Shanxing Zhang, Yufeng Shantou Univ Dept Comp Sci Shantou Peoples R China Guangdong Prov Shantou Ecol Environm Monitoring Ce Shantou 515057 Peoples R China
This paper focuses on water quality prediction in the presence of a large number of missing values in water quality monitoring data. Current water quality monitoring data mostly come from different monitoring stations... 详细信息
来源: 评论
Cloud Detection Method Based on Spatial-Spectral Features and encoder-decoder Feature Fusion
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2023年 61卷 1页
作者: Zhang, Jing Shi, Xinlong Wu, Jun Song, Liangnong Li, Yunsong Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Peoples R China Xidian Univ Sch Telecommun Engn Xian 710071 Peoples R China Xidian Univ Hangzhou Inst Technol Hangzhou 311231 Peoples R China Xidian Univ Sch Telecommun Engn Xian 710071 Peoples R China
Cloud obscuration in remote sensing images affects Earth observation tasks by causing blurred and incomplete surface observation information. Regarding this, cloud detection is crucial in the processing of remote sens... 详细信息
来源: 评论
A quantile-based encoder-decoder framework for multi-step ahead runoff forecasting
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JOURNAL OF HYDROLOGY 2023年 第1期619卷
作者: Jahangir, Mohammad Sina You, John Quilty, John Univ Waterloo Dept Civil & Environm Engn Waterloo ON Canada
Deep neural network (DNN) models have become increasingly popular in the hydrology community. However, most studies are related to (rainfall-) runoff simulation and comparatively fewer studies have focused on runoff f... 详细信息
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The trade-off between topology and content in community detection: An adaptive encoder-decoder-based NMF approach
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EXPERT SYSTEMS WITH APPLICATIONS 2022年 209卷
作者: Zhao, Zhili Ke, Zhengyou Gou, Zhuoyue Guo, Hao Jiang, Kunyuan Zhang, Ruisheng Lanzhou Univ Sch Informat Sci & Engn Lanzhou 730000 Peoples R China
Community detection is an important research field of complex network analysis and focuses on the study of networks' aggregation behaviours. Different from traditional methods that only consider network structural... 详细信息
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Efficient MRI Brain Tumor Segmentation Using Multi-resolution encoder-decoder Networks  1
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6th International MICCAI Brain-Lesion Workshop (BrainLes)
作者: Soltaninejad, Mohammadreza Pridmore, Tony Pound, Michael Univ Nottingham Sch Comp Sci Comp Vis Lab Nottingham England
In this paper, we propose an automated three dimensional (3D) deep learning approach for the segmentation of gliomas in pre-operative brain MRI scans. We introduce a state-of-the-art multi-resolution architecture base... 详细信息
来源: 评论
EDLAD: AN encoder-decoder LONG SHORT-TERM MEMORY NETWORK-BASED ANOMALY DETECTOR FOR HYPERSPECTRAL IMAGES
EDLAD: AN ENCODER-DECODER LONG SHORT-TERM MEMORY NETWORK-BAS...
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IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
作者: Zhu, Dehui Du, Bo Zhang, Liangpei Wuhan Univ State Key Lab Informat Engn Surveying Mapping & R Wuhan 430079 Peoples R China Wuhan Univ Sch Comp Wuhan 430072 Peoples R China
In this paper, an encoder-decoder long short-term memory network-based anomaly detector (denoted as EDLAD) is proposed for hyperspectral images. The proposed EDLAD aims to simultaneously alleviate anomaly contaminatio... 详细信息
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ATTENTION-BASED encoder-decoder NETWORK FOR SINGLE IMAGE DEHAZING
ATTENTION-BASED ENCODER-DECODER NETWORK FOR SINGLE IMAGE DEH...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Gao, Shunan Zhu, Jinghua Xi, Heran Heilongjiang Univ Sch Comp Sci & Technol Harbin Peoples R China
Single image dehazing is a challenging problem in computer vision due to it is highly ill-posed. Although recent research has made great progress, the dehazed images produced by existing models still have residual haz... 详细信息
来源: 评论
Adding visual attention into encoder-decoder model for multi-modal machine translation
JOURNAL OF ENGINEERING RESEARCH
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JOURNAL OF ENGINEERING RESEARCH 2023年 第2期11卷
作者: Xu, Chun Yu, Zhengqing Shi, Xiayang Chen, Fang Xinjiang Univ Finance & Econ Coll Informat Management Urumqi Peoples R China Zhengzhou Univ Light Ind Zhenghzou Peoples R China Henan Univ Tradit Chinese Med Med Dept Zhengzhou Peoples R China
Multi-modal neural machine translation (MNMT) aims to integrate visual and textual information to translate source sentences into target and attracts a lot of attentions. Existing methods contribute a lot for capturin... 详细信息
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基于encoder-decoder框架的城镇污水厂出水水质预测
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中国农村水利水电 2023年 第11期 93-99页
作者: 史红伟 陈祺 王云龙 李鹏程 长春理工大学电子信息工程学院 吉林长春130022 长春水务投资发展集团有限公司 吉林长春130022
由于污水厂的出水水质指标繁多、污水处理过程中反应复杂、时序非线性程度高,基于机理模型的预测方法无法取得理想效果。针对此问题,提出基于深度学习的污水厂出水水质预测方法,并以吉林省某污水厂监测水质为来源数据,利用多种结合encod... 详细信息
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Efficient encoder-decoder Network With Estimated Direction for SAR Ship Detection
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2022年 19卷
作者: Niu, Yuzhen Li, Yuezhou Huang, Jiangyi Chen, Yuzhong Fuzhou Univ Coll Comp & Data Sci Fujian Prov Key Lab Networking Comp & Intelligent Fuzhou 350116 Peoples R China Minist Educ Key Lab Spatial Data Min & Informat Sharing Fuzhou 350108 Fujian Peoples R China
Synthetic aperture radar (SAR) image ship detection has important applications in marine surveillance. There are two limitations when applying advanced detection methods naively for SAR ship detection. First, most det... 详细信息
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