EEG Classification of Motor Imagery Using a Novel Deep Learning Framework 著者: Mengxi Dai, Dezhi Zheng, Rui Na, Shuai Wang, Shuailei Zhang

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Improvement of Learning Stability of Generative Adversarial Network Using Variational Learning 著者: Je-Yeol Lee, Sang-Il Choi 

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Augmenting time series data: An interpretable approach with metric learning and variational autoencoders 著者: Chunfeng Zhang, Hao Qin, Yongjun Zhang, Chongying Jiang, Di Zhang, Wenyang Deng

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Normalizing Flow-Based Probability Distribution Representation Detector for Hyperspectral Anomaly Detection 著者: Xiaorun Li, Shaoqi Yu, Shuhan Chen, Liaoying Zhao

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Probabilistic Autoencoder Using Fisher Information 著者: Johannes Zacherl, Philipp Frank, Torsten A. Enßlin

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Efficacy of Smoothing Algorithms to Enhance Detection of Visual Field Progression in Glaucoma 著者: Vahid Mohammadzadeh, MD, Leyan Li, MS, Zhe Fei, PhD, Tyler Davis, MS, Esteban Morales, MS, Kara Wu, BS, Elise Lee Ma, MD, PhD, Abdelmonem Afifi, PhD, Kouros Nouri-Mahdavi, MD, MS, Joseph Caprioli, MD

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Predicting drug protein interactions based on improved support vector data description in unbalanced data 著者: Alireza Khorramfard, Jamshid Pirgazi, Ali Ghanbari Sorkhi

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MV-MFF: Multi-View Multi-Feature Fusion Model for Pneumonia Classification 著者: Najla Alsulami, Hassan Althobaiti, Tarik Alafif

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Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring 著者: Thulane Paepae, Pitshou N. Bokoro, Kyandoghere Kyamakya

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Brain Tumor Classification Using a Combination of Variational Autoencoders and Generative Adversarial Networks 著者: Bilal Ahmad, Jun Sun, Qi You, Vasile Palade, Zhongjie Mao

主題: “…variational autoencoder…”
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Self-Supervised Railway Surface Defect Detection with Defect Removal Variational Autoencoders 著者: Yongzhi Min, Yaxing Li

主題: “…defects removal variational autoencoder…”
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Diversifying Emotional Dialogue Generation via Selective Adversarial Training 著者: Bo Li, Huan Zhao, Zixing Zhang

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Condition Monitoring Using a Latent Space of Variational Autoencoder Trained Only on a Healthy Machine 著者: Iwona Komorska, Andrzej Puchalski

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Variational Autoencoder Reconstruction of Complex Many-Body Physics 著者: Ilia A. Luchnikov, Alexander Ryzhov, Pieter-Jan Stas, Sergey N. Filippov, Henni Ouerdane

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Deep generative model for probabilistic wind speed and wind power estimation at a wind farm 著者: Andrés A. Salazar, Jiafeng Zheng, Yuzhang Che, Feng Xiao

主題: “…convolutional variational autoencoder…”
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Data augmentation and machine learning techniques for control strategy development in bio-polymerization process 著者: Sizhou Wei, Zhiyuan Chen, Senthil Kumar Arumugasamy, Irene Mei Leng Chew

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An Attention Mechanism for Combination of CNN and VAE for Image-Based Malware Classification 著者: Tuan Van Dao, Hiroshi Sato, Masao Kubo

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Anomaly Detection on Univariate Sensing Time Series Data for Smart Aquaculture Using Deep Learning 著者: Petkovski Aleksandar, Shehu Visar

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Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability 著者: Jiayu Lu, Tianyi Yan, Lan Yang, Xi Zhang, Jiaxin Li, Dandan Li, Jie Xiang, Bin Wang

主題: “…Conditional variational autoencoder network…”
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CBN-VAE: A Data Compression Model with Efficient Convolutional Structure for Wireless Sensor Networks 著者: Jianlin Liu, Fenxiong Chen, Jun Yan, Dianhong Wang

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