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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是201-210 订阅
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variational autoencoder Inverse Mapper: An End-to-End Deep Learning Framework for Inverse Problems
Variational Autoencoder Inverse Mapper: An End-to-End Deep L...
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International Joint Conference on Neural Networks (IJCNN)
作者: Almaeen, Manal Alanazi, Yasir Sato, Nobuo Melnitchouk, W. Kuchera, Michelle P. Li, Yaohang Old Dominion Univ Dept Comp Sci Norfolk VA 23529 USA Jefferson Lab Theory Ctr Newport News VA 23606 USA Davidson Coll Dept Phys Davidson NC 28035 USA
Inverse problems - using measured observations to determine unknown parameters - are well motivated but challenging in many science and engineering problems. In this paper, we propose an end-to-end deep learning frame... 详细信息
来源: 评论
variational autoencoder for Anomaly Detection in Event Data in Online Process Mining  23
Variational Autoencoder for Anomaly Detection in Event Data ...
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23rd International Conference on Enterprise Information Systems (ICEIS)
作者: Krajsic, Philippe Franczyk, Bogdan Univ Leipzig Business Informat Syst Inst Grimmaische Str 12 Leipzig Germany Wroclaw Univ Econ Business Informat Syst Inst Ul Komandorska 118-120 Wroclaw Poland
The analysis of event data recorded by information systems is becoming increasingly relevant. An increasing data-centric analysis of processes by using process mining techniques has a direct impact on the management o... 详细信息
来源: 评论
Efficient Side-Channel Attack through Balanced Labels Compression and variational autoencoder  19
Efficient Side-Channel Attack through Balanced Labels Compre...
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19th International Conference on Mobility, Sensing and Networking (MSN)
作者: Cai, Nengfu Yang, Zhigin Wang, Shuhai Jiang, Yanling Liu, Mingsheng Li, Gang Beihang Univ Sch Cyber Sci & Technol Beijing 100191 Peoples R China Shijiazhuang Railway Univ Sch Informat Sci & Technol Shijiazhuang 050043 Peoples R China Shijiazhuang Inst Railway Technol Shijiazhuang 050041 Peoples R China Zhongke Zidong Informat Technol Beijing Co Ltd Beijing Peoples R China
Recently, side-channel attacks based on deep learning (DLSCAs) have attracted much attention. Many works have improved the performance of DLSCAs by designing advanced neural network architectures and training strategi... 详细信息
来源: 评论
Identifying Outliers, Defective Areas and Performance Evaluation of a PV Module using EL Image Processing: A variational autoencoder Approach
Identifying Outliers, Defective Areas and Performance Evalua...
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2023 Innovations in Power and Advanced Computing Technologies, i-PACT 2023
作者: Soumik, Moontasir Azmi, Taium Tasneem Islam, Mohammad Aminul Department of Electrical Engineering Faculty of Engineering University of Malaya Kuala Lumpur50603 Malaysia Department of Mechanical Engineering Faculty of Engineering University of Malaya Kuala Lumpur50603 Malaysia
Enhancing the commercial viability and efficacy of PV solar cell usage necessitates a comprehensive investigation into fault identification. This study introduces the development of a defect detection system tailored ... 详细信息
来源: 评论
Initial Study of Batik Generation using variational autoencoder  8
Initial Study of Batik Generation using Variational Autoenco...
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8th International Conference on Computer Science and Computational Intelligence, ICCSCI 2023
作者: Ihsan, Aditya Firman School of Computing Telkom University Bandung40257 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
来源: 评论
Design-Thinking-Driven variational autoencoder for Human Activity Classification  2
Design-Thinking-Driven Variational Autoencoder for Human Act...
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2nd International Conference on Automation, Computing and Renewable Systems, ICACRS 2023
作者: Selvakumar, N. Kalaivani, D. Vijayaraghavan, T. Department of Computer science Dr.SNS Rajalakshmi College of arts and science Coimbatore India
This study introduces a design-thinking-driven approach aimed at enhancing the accuracy and robustness of Human Activity Recognition (HAR) using sensor data from Internet of Things (IoT) devices. The proposed algorith... 详细信息
来源: 评论
Identifying malicious traffic under concept drift based on intraclass consistency enhanced variational autoencoder
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Science China(Information Sciences) 2024年 第8期67卷 238-252页
作者: Xiang LUO Chang LIU Gaopeng GOU Gang XIONG Zhen LI Binxing FANG Institute of Information Engineering Chinese Academy of Sciences School of Cyber Security University of Chinese Academy of Sciences School of Computer Science and Technology Harbin Institute of Technology (Shenzhen)
Accurate identification of malicious traffic is crucial for implementing effective defense countermeasures and has led to extensive research efforts. However, the continuously evolving techniques employed by adversari... 详细信息
来源: 评论
Interpreting rate-distortion of variational autoencoder and using model uncertainty for anomaly detection
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ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE 2022年 第7-9期90卷 735-752页
作者: Park, Seonho Adosoglou, George Pardalos, Panos M. Univ Florida Dept Ind & Syst Engn Gainesville FL 32611 USA
Building a scalable machine learning system for unsupervised anomaly detection via representation learning is highly desirable. One of the prevalent methods is using a reconstruction error of variational autoencoder (... 详细信息
来源: 评论
variational autoencoder-based topological optimization of an anechoic coating: An efficient- and neural network-based design
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MATERIALS TODAY COMMUNICATIONS 2022年 32卷
作者: Sun, Yiping Li, Zhaoyu Chen, Jiadui Zhao, Xuefeng Tao, Meng Guizhou Univ Sch Mech Engn Guiyang 550025 Peoples R China Guizhou Open Univ Coll Aeronaut Guiyang 550023 Peoples R China Guizhou Univ Key Lab Adv Mfg Technol Minist Educ Guiyang 550025 Peoples R China
An anechoic coating is an artificial heterogeneous composite material composed of periodic cells with cavities. Using the local resonance of cavities to reduce their sound absorption frequencies and widen their freque... 详细信息
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Federated Learning with variational autoencoder for Popularity Profile Prediction  14
Federated Learning with Variational Autoencoder for Populari...
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14th International Conference on Information and Communication Technology Convergence, ICTC 2023
作者: Ahn, Minkyun Choi, Minseok Kyung Hee University Department of Electronic Engineering Yongin Korea Republic of
Motivated by increasingly exploding data traffic of online video services, the prediction of the popularity profile of video contents becomes very important for network traffic prediction, recommendation systems, and ... 详细信息
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