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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是1141-1150 订阅
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Extracting a biologically latent space of lung cancer epigenetics with variational autoencoders
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BMC BIOINFORMATICS 2019年 第18期20卷 1-7页
作者: Wang, Zhenxing Wang, Yadong Harbin Inst Technol Sch Comp Sci & Technol Harbin 150001 Heilongjiang Peoples R China
Background Lung cancer is one of the most malignant tumors, causing over 1,000,000 deaths each year worldwide. Deep learning has brought success in many domains in recent years. DNA methylation, an epigenetic factor, ... 详细信息
来源: 评论
Fast marching method assisted permeability upscaling using a hybrid deep learning method coupled with particle swarm optimization
GEOENERGY SCIENCE AND ENGINEERING
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GEOENERGY SCIENCE AND ENGINEERING 2023年 230卷
作者: Yousefzadeh, Reza Ahmadi, Mohammad Amirkabir Univ Technol Dept Petr Engn Tehran Iran
Geo-cellar models contain millions of gridblocks and are very time-consuming to simulate. This challenge necessitates upscaling geo-cellular models to obtain fit-for-purpose models for simulation. Simulation-based ups... 详细信息
来源: 评论
Progressive generation of 3D point clouds with hierarchical consistency
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PATTERN RECOGNITION 2023年 136卷
作者: Li, Peipei Liu, Xiyan Huang, Jizhou Xia, Deguo Yang, Jianzhong Lu, Zhen Beijing Univ Posts & Telecommun Sch Artificial Intelligence 10 Xitucheng Rd Beijing 100876 Peoples R China Baidu Inc Baidu Technol Pk Bldg 210 Xibeiwang East Rd Beijing 100193 Peoples R China
Generating 3D point cloud directly from latent prior (e.g., Gaussian distribution) plays a vital role in the representation learning and data augmentation in 3D vision tasks. Since point cloud is formed by irregu-lar ... 详细信息
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Characterization of porous membranes using artificial neural networks
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ACTA MATERIALIA 2023年 253卷
作者: Zhao, Yinghan Altschuh, Patrick Santoki, Jay Griem, Lars Tosato, Giovanna Selzer, Michael Koeppe, Arnd Nestler, Britta Karlsruhe Inst Technol Inst Appl Mat Microstruct Modelling & Simulat Str Forum 7 D-76131 Karlsruhe Germany Karlsruhe Univ Appl Sci Inst Digital Mat Moltkestr 30 D-76133 Karlsruhe Germany
Porous membranes have been utilized intensively in a wide range of fields due to their special characteristics and a rigorous characterization of their microstructures is crucial for understanding their properties and... 详细信息
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Modality encoded latent dataset for emotion recognition
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2023年 第Part2期79卷 000-000页
作者: Mert, Ahmet Bursa Tech Univ Dept Mechatron Engn Bursa Turkiye
variational autoencoder (VAE) is an unsupervised learning that represents high dimensional input data into normally distributed latent space. Multi-channel physiological signals, namely EEG and peripherals are mostly ... 详细信息
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A multi-modal vehicle trajectory prediction framework via conditional diffusion model: A coarse-to-fine approach
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KNOWLEDGE-BASED SYSTEMS 2023年 280卷
作者: Li, Zhiyuan Liang, Huawei Wang, Hanqi Zheng, Xiaokun Wang, Jian Zhou, Pengfei Chinese Acad Sci Hefei Inst Phys Sci Hefei 230031 Peoples R China Univ Sci & Technol China Hefei 230026 Peoples R China Anhui Engn Lab Intelligent Driving Technol & Appli Hefei 230031 Peoples R China Chinese Acad Sci Innovat Res Inst Robot & Intelligent Mfg Hefei 230031 Peoples R China
Accurate prediction of the future motion of surrounding vehicles is crucial for ensuring the safety of motion planning in autonomous vehicles. However, it is challenging to perform because of the complex interactions ... 详细信息
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Improved history matching of channelized reservoirs using a novel deep learning-based parametrization method
GEOENERGY SCIENCE AND ENGINEERING
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GEOENERGY SCIENCE AND ENGINEERING 2023年 229卷
作者: Yousefzadeh, Reza Ahmadi, Mohammad Amirkabir Univ Technol Dept Petr Engn Tehran Iran
Most of the geological parametrization techniques used in history matching of sub-surface formations including the deep learning-based methods could not capture the non-linear and non-Gaussian dependencies and were li... 详细信息
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Conditional feature disentanglement learning for anomaly detection in machines operating under time-varying conditions
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MECHANICAL SYSTEMS AND SIGNAL PROCESSING 2023年 第1期191卷
作者: Zhou, Haoxuan Lei, Zihao Zio, Enrico Wen, Guangrui Liu, Zimin Su, Yu Chen, Xuefeng Xi An Jiao Tong Univ Sch Mech Engn Xian 710049 Peoples R China MINES ParisPSL Univ Ctr Rech Risques & Crises CRC Sophia Antipolis France Xi An Jiao Tong Univ State Key Lab Mfg Syst Engn Xian 710049 Peoples R China Politecn Milan Energy Dept Via Masa 34 I-20156 Milan Italy
Anomaly detection(AD) is an important task of machines' condition monitoring(CM). Data-driven policies can be used in a more intelligent way to achieve anomaly detection and effectively avoid the introduction of e... 详细信息
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A novel deep learning framework for rolling bearing fault diagnosis enhancement using VAE-augmented CNN model
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HELIYON 2024年 第15期10卷 e35407页
作者: Wang, Yu Li, Dexiong Li, Lei Sun, Runde Wang, Shuqing Shijiazhuang Inst Railway Technol Dept Elect Engn Shijiazhuang 050041 Peoples R China
In the context of burgeoning industrial advancement, there is an increasing trend towards the integration of intelligence and precision in mechanical equipment. Central to the functionality of such equipment is the ro... 详细信息
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Synthesizing affective neurophysiological signals using generative models: A review paper
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JOURNAL OF NEUROSCIENCE METHODS 2024年 406卷 110129页
作者: Nia, Alireza F. Tang, Vanessa Talou, Gonzalo Maso Billinghurst, Mark Bioengn Inst 70 Symonds St Auckland 1010 New Zealand
The integration of emotional intelligence in machines is an important step in advancing human-computer interaction. This demands the development of reliable end -to -end emotion recognition systems. However, the scarc... 详细信息
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