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检索条件"主题词=Variational autoencoder"
1569 条 记 录,以下是771-780 订阅
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Comprehensive Evaluation of Interval Equalization of Power Quality in Active Distribution Network Based on CVAE-TS
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JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY 2023年 第1期19卷 83-95页
作者: Sun, Xianshan Sheng, Yuefeng Wu, Cheng Cai, Qingnan Lai, Xunyang Deqing Cty Power Supply Co State Grid Zhejiang Ele Deqing 313200 Zhejiang Peoples R China
When distributed generation is connected to the distribution network, there are many uncertainties and various loads, and the power quality is difficult to judge. Therefore, a comprehensive evaluation method for power... 详细信息
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Data-Driven Virtual Material Analysis and Synthesis for Solid Electrolyte Interphases
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ADVANCED ENERGY MATERIALS 2023年 第40期13卷 2301985-2301985页
作者: Rajagopal, Deepalaxmi Koeppe, Arnd Esmaeilpour, Meysam Selzer, Michael Wenzel, Wolfgang Stein, Helge Nestler, Britta Karlsruhe Inst Technol KIT Inst Appl Mat IAM MMS Str Forum 7 D-76131 Karlsruhe Germany Karlsruhe Inst Technol KIT Inst Nanotechnol INT Hermann Von Helmholtz Pl 1 D-76344 Eggenstein Leopoldshafen Germany Helmholtz Inst Ulm Lise Meitner Str 16 D-89081 Ulm Germany
Solid electrolyte interphases (SEIs) form as reduction products at the electrodes and strongly affect battery performance and safety. Because SEI formation poses a highly nonlinear, complex multi-physics problem over ... 详细信息
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Sparse representation learning with modified q-VAE towards minimal realization of world model
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ADVANCED ROBOTICS 2023年 第13期37卷 807-827页
作者: Kobayashi, Taisuke Watanuki, Ryoma Natl Inst Informat Principles Informat Res Div Tokyo Japan Grad Univ Adv Studies SOKENDAI Sch Multidisciplinary Sci Dept Informat Hayama Kanagawa Japan Nara Inst Sci & Technol Div Informat Sci Nara Japan
Extraction of low-dimensional latent space from high-dimensional observation data is essential to construct a real-time robot controller with a world model on the extracted latent space. However, there is no establish... 详细信息
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Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous autoencoders(E-HAE)
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Computer Systems Science & Engineering 2023年 第9期46卷 3261-3284页
作者: Lelisa Adeba Jilcha Deuk-Hun Kim Julian Jang-Jaccard Jin Kwak ISAA Lab. Department of AI Convergence NetworkAjou UniversitySuwon16499Korea ISAA Lab. Institute for Information and CommunicationAjou UniversitySuwon16499Korea Department of Computer Science and Information Technology Massey UniversityAuckland0745New Zealand Department of Cyber Security Ajou UniversitySuwon16499Korea
Contemporary attackers,mainly motivated by financial gain,consistently devise sophisticated penetration techniques to access important information or *** growing use of Internet of Things(IoT)technology in the contemp... 详细信息
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Generative AI for 3-D Point Clouds
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IEEE MULTIMEDIA 2024年 第2期31卷 5-6页
作者: Kamal, Minhas Prabhakaran, Balakrishnan Univ Texas Dallas Dallas TX 75080 USA
Generative AI refers to algorithms and techniques designed to generate text, images, videos, or other data, typically in response to prompts. These algorithms leverage large generative models that learn the patterns a... 详细信息
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Using shapley values and variational autoencoders to explain predictive models with dependent mixed features
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The Journal of Machine Learning Research 2022年 第1期23卷 9553-9603页
作者: Lars Henry Berge Olsen Ingrid Kristine Glad Martin Jullum Kjersti Aas Department of Mathematics University of Oslo Oslo Norway Norwegian Computing Center Oslo Norway
Shapley values are today extensively used as a model-agnostic explanation framework to explain complex predictive machine learning models. Shapley values have desirable theoretical properties and a sound mathematical ... 详细信息
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CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2023年 第5期35卷 4634-4645页
作者: Qin, Huiling Zhan, Xianyuan Zheng, Yu Xidian Univ Beijing 100176 Peoples R China JD Technol JD iCity Beijing 100176 Peoples R China JD Intelligent Cities Res Beijing 100080 Peoples R China Tsinghua Univ Inst AI Ind Res AIR Beijing 100190 Peoples R China
Detecting anomalies in large complex systems is a critical and challenging task. The difficulties arise from several aspects. First, collecting ground truth labels or prior knowledge for anomalies is hard in real-worl... 详细信息
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Functional Connectivity Networks with Latent Distributions for Mild Cognitive Impairment Identification
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JOURNAL OF DIGITAL IMAGING 2023年 第5期36卷 2113-2124页
作者: Tang, Qiling Lu, Yuhong Cai, Bilian Wang, Yan South Cent Minzu Univ Sch Biomed Engn Wuhan 430074 Peoples R China
This work presents a novel approach to estimate brain functional connectivity networks via generative learning. Due to the complexity and variability of rs-fMRI signal, we consider it as a random variable, and utilize... 详细信息
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GenSMILES: An enhanced validity conscious representation for inverse design of molecules
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KNOWLEDGE-BASED SYSTEMS 2023年 268卷
作者: Bhadwal, Arun Singh Kumar, Kamal Kumar, Neeraj Natl Inst Technol Srinagar 246174 Uttaranchal India Thapar Inst Engn & Technol Patiala 147004 Punjab India Lebanese Amer Univ Dept Elect & Comp Engn Beirut 11022801 Lebanon King Abdulaziz Univ Fac Comp & IT Jeddah 22233 Saudi Arabia Univ Petr & Energy Studies Sch Comp Sci Dehra Dun 248007 Uttaranchal India Chandigarh Univ Dept Comp Sci & Engn Gharuan Mohali 140413 Punjab India
Deep neural networks have become increasingly important in recent years for creating molecules with desirable properties. In general, SMILES strings are used to train deep neural network based models. The trained mode... 详细信息
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Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring
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SENSORS 2023年 第3期23卷 1061页
作者: Paepae, Thulane Bokoro, Pitshou N. Kyamakya, Kyandoghere Univ Johannesburg Dept Elect & Elect Engn Technol ZA-2028 Doornfontein South Africa Alpen Adria Univ Klagenfurt Inst Smart Syst Technol Transportat Informat A-9020 Klagenfurt Austria Univ Kinshasa Fac Polytech PO Box 127 11 Kinshasa DEM REP CONGO
To better control eutrophication, reliable and accurate information on phosphorus and nitrogen loading is desired. However, the high-frequency monitoring of these variables is economically impractical. This necessitat... 详细信息
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