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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是291-300 订阅
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An attempt to construct the individual model of daily facial skin temperature using variational autoencoder
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ARTIFICIAL LIFE AND ROBOTICS 2021年 第4期26卷 488-493页
作者: Masaki, Ayaka Nagumo, Kent Iwashita, Yuki Oiwa, Kosuke Nozawa, Akio Aoyama Gakuin Univ Tokyo Japan
Facial skin temperature (FST) has also gained prominence as an indicator for detecting anomalies such as fever due to the COVID-19. When FST is used for engineering applications, it is enough to be able to recognize n... 详细信息
来源: 评论
Fragment-based deep molecular generation using hierarchical chemical graph representation and multi-resolution graph variational autoencoder
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MOLECULAR INFORMATICS 2023年 第5期42卷 e2200215页
作者: Gao, Zhenxiang Wang, Xinyu Gaines, Blake Blumenfeld Shi, Xuetao Bi, Jinbo Song, Minghu Univ Connecticut Dept Comp Sci & Engn Storrs CT 06269 USA Case Western Reserve Univ Ctr Artificial Intelligence Drug Discovery Sch Med Cleveland OH 44106 USA Univ Connecticut Dept Biomed Engn Storrs CT 06269 USA Univ Connecticut Dept Biomed Engn Storrs CT 06269 USA
Graph generative models have recently emerged as an interesting approach to construct molecular structures atom-by-atom or fragment-by-fragment. In this study, we adopt the fragment-based strategy and decompose each i... 详细信息
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Reconstruction and fast prediction of 3D heat and mass transfer based on a variational autoencoder
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INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER 2023年 149卷
作者: Liu, Gongyan Li, Runze Zhou, Xiaozhou Sun, Tianrui Zhang, Yufei Tsinghua Univ Sch Aerosp Engn Beijing Peoples R China Siemens Ltd Beijing 100084 Peoples R China
Reconstruction and fast prediction of heat and mass transfer are important for the improvement of data center operations and energy savings. In this study, an artificial neural network (ANN) and variational autoencode... 详细信息
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Anomaly detection in facial skin temperature using variational autoencoder
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ARTIFICIAL LIFE AND ROBOTICS 2021年 第1期26卷 122-128页
作者: Masaki, Ayaka Nagumo, Kent Lamsal, Bikash Oiwa, Kosuke Nozawa, Akio Aoyama Gakuin Univ Sagamihara Kanagawa Japan Kajima Corp Chofu Tokyo Japan
Facial skin temperature is a physiological index that varies with skin blood flow controlled by autonomic nervous system activity. The facial skin temperature can be remotely measured using infrared thermography, and ... 详细信息
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Hybrid variational autoencoder for time series forecasting
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KNOWLEDGE-BASED SYSTEMS 2023年 281卷
作者: Cai, Borui Yang, Shuiqiao Gao, Longxiang Xiang, Yong Deakin Univ Sch Informat Technol Burwood Vic 3125 Australia Univ New South Wales Sch Comp Sci & Engn Sydney NSW 2032 Australia Qilu Univ Technol Shandong Acad Sci Jinan Peoples R China
variational autoencoders (VAE) are powerful generative models that learn the latent representations of input data as random variables. Recent studies show that VAE can flexibly learn the complex temporal dynamics of t... 详细信息
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variational autoencoder based receiver for orthogonal time frequency space modulation
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DIGITAL SIGNAL PROCESSING 2021年 117卷 103170-103170页
作者: Li, Qiao Xiang, Zheng Ren, Peng Li, Wanlu Xidian Univ Sch Telecommun Engn Xian 710071 Shaanxi Peoples R China
The emerging orthogonal time frequency space (OTFS) modulation is demonstrated to offer reliable communication performance advantages over orthogonal frequency division multiplexing (OFDM) in doubly-dispersive fading ... 详细信息
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Initial Study of Batik Generation using variational autoencoder
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Procedia Computer Science 2023年 227卷 785-794页
作者: Aditya Firman Ihsan School of Computing Telkom University Bandung 40257 Indonesia
One of the most promising architectures for generative models is the variational autoencoder (VAE). To reconstruct Batik patterns for this work, we used a deep convolutional VAE architecture. Reconstruction outcomes f... 详细信息
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variational autoencoder BASED UNSUPERVISED DOMAIN ADAPTATION FOR SEMANTIC SEGMENTATION
VARIATIONAL AUTOENCODER BASED UNSUPERVISED DOMAIN ADAPTATION...
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IEEE International Conference on Image Processing (ICIP)
作者: Li, Zongyao Togo, Ren Ogawa, Takahiro Haseyama, Miki Hokkaido Univ Grad Sch Informat Sci & Technol Sapporo Hokkaido Japan Hokkaido Univ Educ & Res Ctr Math & Data Sci Sapporo Hokkaido Japan Hokkaido Univ Fac Informat Sci & Technol Sapporo Hokkaido Japan
Unsupervised domain adaptation, which transfers supervised knowledge from a labeled domain to an unlabeled domain, remains a tough problem in the field of computer vision, especially for semantic segmentation. Some me... 详细信息
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MAVGAE: a multimodal framework for predicting asymmetric drug-drug interactions based on variational graph autoencoder
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COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING 2024年 第7期28卷 1-13页
作者: Deng, Zengqian Xu, Jie Feng, Yinfei Dong, Liangcheng Zhang, Yuanyuan Qingdao Univ Technol Sch Informat & Control Engn Qingdao Peoples R China Qufu Normal Univ Sch Informat Sci & Engn Rizhao Peoples R China
Drug-drug interactions refer to the phenomena wherein the potency, duration, or effectiveness of one or multiple drugs undergo alterations of varying degrees as a result of their concurrent or sequential usage. The ac... 详细信息
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Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder
A I I E Transactions
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A I I E Transactions 2023年 第5期55卷 433-444页
作者: Hyojoong Kim Heeyoung Kim Department of Industrial and Systems Engineering Korea Advanced Institute of Science and Technology (KAIST) Daejeon Republic of Korea
Due to recent advances in sensing technologies, response measurements of various sensors are frequently used for system monitoring purposes. However, response data are often affected by some contextual variables, such... 详细信息
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