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检索条件"主题词=Variational autoencoder"
1537 条 记 录,以下是401-410 订阅
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Anomaly Detection using variational autoencoder with Spectrum Analysis for Time Series Data  9
Anomaly Detection using Variational Autoencoder with Spectru...
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Joint 9th International Conference on Informatics, Electronics and Vision (ICIEV) / 4th International Conference on Imaging, Vision and Pattern Recognition (ICIVPR)
作者: Yokkampon, Umaporn Chumkamon, Sakmongkon Mowshowitz, Abbe Hayashi, Eiji Kyushu Inst Technol Grad Sch Comp Sci & Syst Engn Fukuoka Japan CUNY City Coll Dept Comp Sci New York NY USA
Uncertainty is an ever present challenge in life. To meet this challenge in data analysis, we propose a method for detecting anomalies in data. This method, based in part on variational autoencoder, identifies spiking... 详细信息
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DEEP variational autoencoder FOR MODELING FUNCTIONAL BRAIN NETWORKS AND ADHD IDENTIFICATION  17
DEEP VARIATIONAL AUTOENCODER FOR MODELING FUNCTIONAL BRAIN N...
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IEEE 17th International Symposium on Biomedical Imaging (ISBI)
作者: Qiang, Ning Dong, Qinglin Sun, Yifei Ge, Bao Liu, Tianming Shaanxi Normal Univ Sch Phys & Informat Technol Xian Peoples R China Univ Georgia Dept Comp Sci Athens GA 30602 USA
In the neuroimaging and brain mapping communities, researchers have proposed a variety of computational methods and tools to learn functional brain networks (FBNs). Recently, it has already been proven that deep learn... 详细信息
来源: 评论
Transfer Learning Approach for Botnet Detection Based on Recurrent variational autoencoder  3
Transfer Learning Approach for Botnet Detection Based on Rec...
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3rd International Workshop on Systems and Network Telemetry and Analytics (SNTA)
作者: Kim, Jeeyung Sim, Alex Kim, Jinoh Wu, Kesheng Hahm, Jaegyoon Lawrence Berkeley Natl Lab Berkeley CA 94720 USA Texas A&M Univ Commerce TX USA KISTI Daejeon South Korea
Machine Learning (ML) methods have been widely used in Intrusion Detection Systems (IDS). In particular, many botnet detection methods are based on ML. However, due to the fast-evolving nature of network security thre... 详细信息
来源: 评论
A variational autoencoder-Based Secure Transceiver Design Using Deep Learning
A Variational Autoencoder-Based Secure Transceiver Design Us...
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IEEE Global Communications Conference (GLOBECOM) on Advanced Technology for 5G Plus
作者: Lin, Chia-Hung Wu, Chao-Chin Chen, Kuan-Fu Lee, Ta-Sung Natl Chiao Tung Univ Inst Commun Engn Hsinchu Taiwan Natl Chiao Tung Univ Ctr mmWave Smart Radar Syst & Technol Hsinchu Taiwan North Carolina State Univ Dept Elect & Comp Engn Raleigh NC 27695 USA
To achieve new applications for 5G communications, physical layer security has recently drawn significant attention. In a wiretap channel system, our goal is to minimize information leakage to an eavesdropper while ma... 详细信息
来源: 评论
High-Dimensional Similarity Search with Quantum-Assisted variational autoencoder  20
High-Dimensional Similarity Search with Quantum-Assisted Var...
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26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
作者: Gao, Nicholas Wilson, Max Vandal, Thomas Vinci, Walter Nemani, Ramakrishna Rieffel, Eleanor NASA Ames Res Ctr Quantum Artificial Intelligence Lab Moffett Field CA 94035 USA NASA Ames Res Ctr BAER Inst Moffett Field CA 94035 USA NASA Ames Res Ctr Moffett Field CA 94035 USA KBR Inc Houston TX USA Univ Bristol Quantum Engn CDT Bristol Avon England
Recent progress in quantum algorithms and hardware indicates the potential importance of quantum computing in the near future. However, finding suitable application areas remains an active area of research. Quantum ma... 详细信息
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Botnet Detection Using Recurrent variational autoencoder
Botnet Detection Using Recurrent Variational Autoencoder
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IEEE Global Communications Conference (GLOBECOM) on Advanced Technology for 5G Plus
作者: Kim, Jeeyung Sim, Alex Kim, Jinoh Wu, Kesheng Lawrence Berkeley Natl Lab Berkeley CA 94720 USA Texas A&M Univ Commerce TX USA
Botnet detection is an active research topic as botnets are a source of many malicious activities, including distributed denial-of-service (DDoS), click-fraud, spamming, and crypto-mining attacks. However, it is getti... 详细信息
来源: 评论
variational autoencoder based Latent Factor Decoding of Multichannel EEG for Emotion Recognition
Variational Autoencoder based Latent Factor Decoding of Mult...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Li, Xiang Zhao, Zhigang Song, Dawei Zhang, Yazhou Niu, Chunyang Zhang, Junwei Huo, Jidong Li, Jing Qilu Univ Technol Shandong Acad Sci Natl Supercomp Ctr Jinan Key Lab Med Artificial IntelligenceShandong Comp Jinan Peoples R China Beijing Inst Technol Sch Comp Sci & Technol Beijing Peoples R China Zhengzhou Univ Light Ind Softwarc Engn Coll Zhengzhou Peoples R China Tianjin Univ Sch Comp Sci & Technol Tianjin Peoples R China Jiuquan Satellite Launch Ctr Alxa League Peoples R China
Robust cross-subject emotion recognition based on multichannel EEG has always been a hard work. In this work, we hypothesize there exists default brain variables across subjects in emotional processes. Hence, the stat... 详细信息
来源: 评论
CosmoVAE: variational autoencoder for CMB Image Inpainting
CosmoVAE: Variational Autoencoder for CMB Image Inpainting
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International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI)
作者: Yi, Kai Guo, Yi Fan, Yanan Hamann, Jan Wang, Yu Guang Univ New South Wales Sch Math & Stat Sydney NSW Australia Univ New South Wales Sch Phys Sydney NSW Australia
Cosmic microwave background radiation (CMB) is critical to the understanding of the early universe and precise estimation of cosmological constants. Due to the contamination of thermal dust noise in the galaxy, the CM... 详细信息
来源: 评论
Spatiotemporal trajectories in resting-state FMRI revealed by convolutional variational autoencoder
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NEUROIMAGE 2021年 244卷 118588-118588页
作者: Zhang, Xiaodi Maltbie, Eric A. Keilholz, Shella D. Georgia Inst Technol Wallace H Coulter Dept Biomed Engn Atlanta GA 30322 USA Emory Univ Hlth Sci Res Bldg1760 Haygood DrSuiteW200 Atlanta GA 30322 USA
Recent resting-state fMRI studies have shown that brain activity exhibits temporal variations in functional connectivity by using various approaches including sliding window correlation, co-activation patterns, indepe... 详细信息
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Crash data augmentation using variational autoencoder
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ACCIDENT ANALYSIS AND PREVENTION 2021年 151卷 105950-105950页
作者: Islam, Zubayer Abdel-Aty, Mohamed Cai, Qing Yuan, Jinghui Univ Cent Florida Dept Civil Environm & Construct Engn Orlando FL 32816 USA
In this paper, we present a data augmentation technique to reproduce crash data. The dataset comprising crash and non-crash events are extremely imbalanced. For instance, the dataset used in this paper consists of onl... 详细信息
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