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检索条件"主题词=encoder-decoder"
902 条 记 录,以下是71-80 订阅
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Dynamic energy system modeling using hybrid physics-based and machinelearning encoderdecoder models
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Energy and AI 2022年 第3期9卷 128-138页
作者: Derek Machalek Jake Tuttle Klas Andersson Kody M.Powell Department of Chemical Engineering University of UtahSalt Lake CityUTUnited States of America Taber International LLCUnited States of America Department of Space Earthand EnvironmentUniversity of ChalmersGothenburgSweden Department of Mechanical Engineering University of UtahSalt Lake CityUTUnited States of America
Three model configurations are presented for multi-step time series predictions of the heat absorbed by thewater and steam in a thermal power plant. The models predict over horizons of 2, 4, and 6 steps into thefuture... 详细信息
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Innovative Disease Management: An encoder-decoder Solution for Tomato Black Mold Detection  4
Innovative Disease Management: An Encoder-Decoder Solution f...
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4th IEEE Global Conference for Advancement in Technology, GCAT 2023
作者: Vashisht, Divyam Kukreja, Vinay Sharma, Rishabh Jain, Ayushi Choudhury, Ankur Chitkara University Institute of Engineering and Technology Chitkara University Punjab India Graphic Era Hill University Uttarakhand Dehradun248002 India
The worldwide spread of tomato black mold disease is a major concern since it reduces crop output and quality. Effective disease control and environmentally responsible farming methods depend on rapid and precise dise... 详细信息
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encoder-decoder Neural Network Architecture for solving Job Shop Scheduling Problems using Reinforcement Learning
Encoder-Decoder Neural Network Architecture for solving Job ...
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IEEE Symposium Series on Computational Intelligence (IEEE SSCI)
作者: Magalhaes, Ricardo Martins, Miguel Vieira, Susana Santos, Filipe Sousa, Joao Inst Super Tecn IDMEC Lisbon Portugal
This paper proposes an encoder-decoder neural network architecture with Attention Mechanism for solving the DRC-FJSSP using Deep Q-Learning. In the DRC-FJSSP the number of operations to schedule is problem dependent. ... 详细信息
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Skip-attention encoder-decoder framework for human motion prediction
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MULTIMEDIA SYSTEMS 2022年 第2期28卷 413-422页
作者: Zhang, Ruipeng Shu, Xiangbo Yan, Rui Zhang, Jiachao Song, Yan Nanjing Univ Sci & Technol Sch Comp Sci & Engn Nanjing Peoples R China Nanjing Inst Technol Artificial Intelligence Inst Ind Technol Nanjing Peoples R China
Human motion prediction aims to automatically predict the future motion sequence based on an observed human motion sequence. In this paper, we propose a novel skip-attention encoder-decoder (SAED) framework to model h... 详细信息
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IDM-Net: A Multi-Task Supported encoder-decoder Framework for Magnetic Field Inverse Design
IDM-Net: A Multi-Task Supported Encoder-Decoder Framework fo...
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2023 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices, ASEMD 2023
作者: Wang, Jiaqi Zhang, Qiankun Huazhong University of Science and Technology School of Cyber Science and Engineering Wuhan China
This study presents a novel end-to-end trainable network named IDM-Net (Inverse Design Network for Magnetic Fields) that facilitates multi-task supported inverse design of magnetic fields. Employing the encoder-Decode... 详细信息
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Effective Multi-Step PM2.5 and PM10 Air Quality Forecasting Using Bidirectional ConvLSTM encoder-decoder With STA Mechanism
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IEEE ACCESS 2024年 12卷 179628-179647页
作者: Lakshmi, S. Krishnamoorthy, A. Vellore Inst Technol Sch Comp Sci & Engn Vellore 632014 India
Effective prediction of PM2.5 and PM10 levels is essential for preserving public health and informing governmental actions. Nevertheless, the unpredictable behavior of air fluxes makes it difficult to forecast these c... 详细信息
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An encoder-decoder and modified U-Net network for microwave imaging of stroke
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INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 2024年 第2期34卷 e22995-e22995页
作者: Liu, Jinzhen Chen, Liming Xiong, Hui Tiangong Univ Sch Control Sci & Engn Tianjin 300387 Peoples R China Tiangong Univ Tianjin Key Lab Intelligent Control Elect Equipmen Tianjin Peoples R China
Microwave imaging has been widely used in stroke diagnosis as a non-invasive, ionizing radiation-free imaging method. However, the electromagnetic inverse scattering problems of microwave imaging are nonlinear and ill... 详细信息
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IDM-Net: A Multi-Task Supported encoder-decoder Framework for Magnetic Field Inverse Design
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IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY 2024年 第8期34卷 1页
作者: Wang, Jiaqi Zhang, Qiankun Huazhong Univ Sci & Technol Sch Cyber Sci & Engn Wuhan 430074 Peoples R China Huazhong Univ Sci & Technol Hubei Engn Res Ctr Big Data Secur Sch Cyber Sci & Engn Hubei Key Lab Distributed Syst Secur Wuhan Peoples R China
We propose an end-to-end framework for inversely designing permanent magnets named IDM-Net. It utilizes a fundamental encoder-decoder architecture to handle multiple tasks. In more detail, the encoder is responsible f... 详细信息
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CA-SegNet: A channel-attention encoder-decoder network for histopathological image segmentation
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2024年 第PartA期96卷
作者: He, Feng Wang, Weibo Ren, Lijuan Zhao, Yixuan Liu, Zhengjun Zhu, Yuemin Harbin Inst Technol Inst Ultraprecis Optoelect Instrument Engn Harbin 150001 Peoples R China Harbin Inst Technol Key Lab Ultraprecis Intelligent Instrumentat Harbin 150001 Peoples R China Chengdu Univ Informat Technol Sch Software Engn Chengdu 610225 Peoples R China Harbin Inst Technol Res Ctr Adv Microscopy & Instrumentat Harbin 150001 Peoples R China Harbin Inst Technol Sch Phys Harbin 150001 Peoples R China Univ Lyon INSA Lyon CREATIS CNRSUMR 5220INSERMU1294 F-69621 Villeurbanne France
Histopathological image segmentation based on encoder-decoder architectures has emerged as a pivotal research area in medical image analysis. However, due to the irrelevant information within multi-channel representat... 详细信息
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Convolutional LSTM-Attention Based encoder-decoder Neural Network for Prediction of Chaotic Vibrations of Multi-Dimensional Dynamic Systems
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INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS 2024年 第20期24卷 2450227-2450227页
作者: Wang, Luyao Dai, Liming Zhao, Haixing Fang, Pan Qinghai Normal Univ Coll Comp Xining 810008 Qinghai Peoples R China Univ Regina Ind Syst Engn Regina SK S4S 0A2 Canada Southwest Petr Univ Sch Mech Engn Chengdu 610500 Peoples R China
The present research proposes a convolutional long-short term memory (ConvLSTM) with an attention mechanism (AM) model, termed as ConvLSTM-AM, to conduct prediction of chaotic vibrations of multi-dimensional dynamic s... 详细信息
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