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检索条件"主题词=Variational autoencoder"
1537 条 记 录,以下是1161-1170 订阅
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Accuracy of generative deep learning model for macular anatomy prediction from optical coherence tomography images in macular hole surgery
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-13页
作者: Kwon, Han Jo Heo, Jun Park, Su Hwan Park, Sung Who Byon, Iksoo Pusan Natl Univ Sch Med Biomed Res Inst Pusan Natl Univ HospDept Ophthalmol Gudeok Ro 179 Busan 49241 South Korea Pusan Natl Univ Yangsan Hosp Res Inst Convergence Biomed Sci & Technol Dept Ophthalmol Geumo Ro 20 Yangsan Si 50612 Gyeongsangnam D South Korea
This study aims to propose a generative deep learning model (GDLM) based on a variational autoencoder that predicts macular optical coherence tomography (OCT) images following full-thickness macular hole (FTMH) surger... 详细信息
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3D Generative Model Latent Disentanglement via Local Eigenprojection
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COMPUTER GRAPHICS FORUM 2023年 第6期42卷 e14793-e14793页
作者: Foti, Simone Koo, Bongjin Stoyanov, Danail Clarkson, Matthew J. UCL London England Univ Calif Santa Barbara Santa Barbara CA USA
Designing realistic digital humans is extremely complex. Most data-driven generative models used to simplify the creation of their underlying geometric shape do not offer control over the generation of local shape att... 详细信息
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variational Bayesian inference with complex geostatistical priors using inverse autoregressive flows
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COMPUTERS & GEOSCIENCES 2023年 171卷
作者: Levy, Shiran Laloy, Eric Linde, Niklas Univ Lausanne Inst Earth Sci Lausanne Switzerland Belgian Nucl Res Ctr Inst Environm Hlth & Safety Mol Belgium
We combine inverse autoregressive flows (IAF) and variational Bayesian inference (variational Bayes) in the context of geophysical inversion parameterized with deep generative models encoding complex priors. Variation... 详细信息
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Deep generative learning for exploration in large electrochemical impedance dataset
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023年 第PartC期126卷
作者: Doonyapisut, Dulyawat Kim, Byeongkyu Kim, Jung Kyu Lee, Eunseok Chung, Chan-Hwa Sungkyunkwan Univ Sch Chem Engn Suwon 16419 South Korea Sungkyunkwan Univ Coll Comp & Informat Suwon 16419 South Korea
The fields of energy storage, photocatalysis, and sensors have undergone substantial technological advancements, which have led to the generation of vast amounts of data on electrochemical impedance (EIS). The interpr... 详细信息
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Deep generative fuel design in low data regimes via multi-objective imitation
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CHEMICAL ENGINEERING SCIENCE 2023年 第1期274卷
作者: Liu, Yifan Liu, Runze Duan, Jinyu Wang, Li Zhang, Xiangwen Li, Guozhu Tianjin Univ Sch Chem Engn & Technol Key Lab Green Chem Technol Minist Educ Tianjin 300072 Peoples R China Collaborat Innovat Ctr Chem Sci & Engn Tianjin Tianjin 300072 Peoples R China Haihe Lab Sustainable Chem Transformat Tianjin 300192 Peoples R China
Commercial fuel discovery faces a constantly decreasing return of investment due to due to increasingly tight environmental criteria and reducing potential uses for each new fuel. In this paper, a deep generative mode... 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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Few-Shot User-Adaptable Radar-Based Breath Signal Sensing
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SENSORS 2023年 第2期23卷 804-804页
作者: Mauro, Gianfranco Diez, Maria De Carlos Ott, Julius Servadei, Lorenzo Cuellar, Manuel P. Morales-Santos, Diego P. Infineon Technol AG Am Campeon 1 15 D-85579 Neubiberg Germany Univ Granada Dept Elect & Comp Technol Ave de Fuente Nueva s n Granada 18071 Spain Tech Univ Munich Dept Elect & Comp Engn Arcis str 21 D-80333 Munich Germany Univ Granada Dept Comp Sci & Artificial Intelligence C Pdta Daniel Saucedo Aranda s n Granada 18015 Spain
Vital signs estimation provides valuable information about an individual's overall health status. Gathering such information usually requires wearable devices or privacy-invasive settings. In this work, we propose... 详细信息
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Disentangling Forced Trends in the North Atlantic Jet From Natural Variability Using Deep Learning
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JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 2024年 第14期129卷
作者: Hermoso, Alejandro Schemm, Sebastian Swiss Fed Inst Technol Inst Atmospher & Climate Sci Zurich Switzerland
Regional weather variability and extremes over Europe are strongly linked to variations in the North Atlantic jet stream, especially during the winter season. Projections of the evolution of the North Atlantic jet are... 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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variational graph auto-encoders for miRNA-disease association prediction
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METHODS 2021年 192卷 25-34页
作者: Ding, Yulian Tian, Li-Ping Lei, Xiujuan Liao, Bo Wu, Fang-Xiang Univ Saskatchewan Div Biomed Engn Saskatoon SK S7N 5A9 Canada Beijing Wuzi Univ Sch Informat Beijing 101125 Peoples R China Shaanxi Normal Univ Sch Comp Sci Xian 710119 Peoples R China Hainan Normal Univ Sch Math & Stat Haikou 571158 Hainan Peoples R China Univ Saskatchewan Dept Mech Engn Saskatoon SK S7N 5A9 Canada Univ Saskatchewan Dept Comp Sci Saskatoon SK S7N 5A9 Canada
Cumulative experimental studies have demonstrated the critical roles of microRNAs (miRNAs) in the diverse fundamental and important biological processes, and in the development of numerous complex human diseases. Thus... 详细信息
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