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检索条件"主题词=variational autoencoder"
1532 条 记 录,以下是591-600 订阅
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Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation
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JOURNAL OF COMPUTATIONAL PHYSICS 2024年 515卷
作者: Glyn-Davies, Alex Duffin, Connor Akyildiz, O. Deniz Girolami, Mark Univ Cambridge Dept Engn Trumpington St Cambridge CB2 1PZ England Imperial Coll London Dept Math Exhibit Rd London SW7 2AZ England Alan Turing Inst British Lib 96 Euston Rd London NW1 2DB England
Incorporating unstructured data into physical models is a challenging problem that is emerging in data assimilation. Traditional approaches focus on well-defined observation operators whose functional forms are typica... 详细信息
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Multi-Objective Design of DNA-Stabilized Nanoclusters Using variational autoencoders With Automatic Feature Extraction
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ACS NANO 2024年 第39期18卷 26997-27008页
作者: Sadeghi, Elham Mastracco, Peter Gonzalez-Rosell, Anna Copp, Stacy M. Bogdanov, Petko Univ Albany SUNY Dept Comp Sci Albany NY 12222 USA Univ Calif Irvine Dept Mat Sci & Engn Irvine CA 92697 USA Univ Calif Irvine Dept Chem Dept Chem & Biomol Engn Irvine CA 92697 USA Univ Calif Irvine Dept Phys & Astron Irvine CA 92697 USA
DNA-stabilized silver nanoclusters (Ag-N-DNAs) have sequence-tuned compositions and fluorescence colors. High-throughput experiments together with supervised machine learning models have recently enabled design of DNA... 详细信息
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Disease Progression Score Estimation From Multimodal Imaging and MicroRNA Data Using Supervised variational autoencoders
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2022年 第12期26卷 6024-6035页
作者: Kmetzsch, Virgilio Becker, Emmanuelle Saracino, Dario Rinaldi, Daisy Camuzat, Agnes Le Ber, Isabelle Colliot, Olivier Sorbonne Univ Paris Brain Inst ICM AP HPCNRSInriaInsermInst Cerveau F-75013 Paris France Univ Rennes Inria CNRS IRISA F-35000 Rennes France Sorbonne Univ Paris Brain Inst ICM AP HPInst CerveauCNRSInserm F-75013 Paris France Sorbonne Univ Paris Brain Inst Hop Pitie Salpetriere AP HPInst Memory & Alzheimers Dis IM2AInst Cerv F-75013 Paris France
Frontotemporal dementia and amyotrophic lateral sclerosis are rare neurodegenerative diseases with no effective treatment. The development of biomarkers allowing an accurate assessment of disease progression is crucia... 详细信息
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Convolutional variational autoencoders and Resampling Techniques with Generative Adversarial Network for Enhancing Internet of Thing Security
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PATTERN RECOGNITION AND IMAGE ANALYSIS 2024年 第3期34卷 562-569页
作者: Dong, Huiyao Kotenko, I. V. Russian Acad Sci St Petersburg Fed Res Ctr St Petersburg 199178 Russia
The Internet of Things is a pivotal constituent of the contemporary technological revolution and has experienced expeditious expansion in recent times. The proliferation of Internet of Things devices has led to enhanc... 详细信息
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Health Indicator for Low-Speed Axial Bearings Using variational autoencoders
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IEEE ACCESS 2020年 8卷 35842-35852页
作者: Hemmer, Martin Klausen, Andreas Huynh Van Khang Robbersmyr, Kjell G. Waag, Tor, I Univ Agder Dept Engn Sci N-4877 Grimstad Norway MHWirth AS N-4639 Kristiansand Norway NORCE Norwegian Res Ctr AS N-4877 Grimstad Norway
This paper proposes a method for calculating a health indicator (HI) for low-speed axial rolling element bearing (REB) health assessment by utilizing the latent representation obtained by variational inference using V... 详细信息
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An entangled mixture of variational autoencoders approach to deep clustering
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NEUROCOMPUTING 2023年 第1期529卷 182-189页
作者: Caciularu, Avi Goldberger, Jacob Bar Ilan Univ Comp Sci Dept Ramat Gan Israel Bar Ilan Univ Engn Fac Ramat Gan Israel
We present a novel deep clustering algorithm that utilizes a variational autoencoder (VAE) framework with an entangled multi encoder-decoder neural architecture. Our model enforces a complementary structure that guide... 详细信息
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Discovering web services in social web service repositories using deep variational autoencoders
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INFORMATION PROCESSING & MANAGEMENT 2020年 第4期57卷 102231-102231页
作者: Lizarralde, Ignacio Mateos, Cristian Zunino, Alejandro Majchrzak, Tim A. Gronli, Tor-Morten UNICEN CONICET Tandil ISISTAN Buenos Aires DF Argentina Univ Agder Kristiansand Norway Kristiania Univ Coll Oslo Norway
Web Service registries have progressively evolved to social networks-like software repositories. Users cooperate to produce an ever-growing, rich source of Web APIs upon which new value-added Web applications can be b... 详细信息
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Analog ensemble data assimilation and a method for constructing analogs with variational autoencoders
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QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY 2021年 第734期147卷 139-149页
作者: Grooms, Ian Univ Colorado Dept Appl Math Boulder CO 80309 USA
It is proposed to use analogs of the forecast mean to generate an ensemble of perturbations for use in ensemble optimal interpolation (EnOI) or ensemble variational (EnVar) methods. A new method of constructing analog... 详细信息
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Hybrid Unsupervised Time-Series Anomaly Detection for Industrial IoT Based on Spatio-Temporal Feature  18th
Hybrid Unsupervised Time-Series Anomaly Detection for Indus...
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18th China Conference on Wireless Sensor Networks, CWSN 2024
作者: Dong, Yu Yao, Muyan Qi, Peng Tao, Dan School of Electronic and Information Engineering Beijing Jiaotong University Beijing100044 China
The rapid development of the Industrial Internet of Things (IIoT) has enabled the communication of numerous devices, resulting in the generation of massive time-series data. The goal of time-series anomaly detection a... 详细信息
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Joint variational autoencoders for multimodal imputation and embedding
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NATURE MACHINE INTELLIGENCE 2023年 第6期5卷 631-+页
作者: Kalafut, Noah Cohen Huang, Xiang Wang, Daifeng Univ Wisconsin Madison Dept Comp Sci Madison WI 53706 USA Univ Wisconsin Madison Waisman Ctr Madison WI 53706 USA Univ Wisconsin Madison Dept Biostat & Med Informat Madison WI 53706 USA
While single-cell multimodal datasets allow for the measurement of individual cells to understand cellular and molecular mechanisms, generating multimodal data for many cells is costly and challenging. Cohen Kalafut a... 详细信息
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