Výsledky vyhledávání - Conditional variational autoencoder (cVAE)

Research on Abnormal Traffic Detection in Industrial Control Network Based on CVAE-CatBoost Autor ZHANG Zixuan, ZONG Xuejun, HE Kan, LIAN Lian

“…For the detection of abnormal traffic in Industrial Control Network（ICN），a new abnormal traffic detection model based on Conditional Variational Autoencoder（CVAE…”
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Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Conditional Variational Autoencoders-Particle Filter Autor Jiao, Ruihua, Peng, Kaixiang, Dong, Jie

“… In this article, a novel PF framework based on conditional variational autoencoder (CVAE) and a reweighting strategy is proposed to predict the RUL of batteries…”
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Intrusion Detection System After Data Augmentation Schemes Based on the VAE and CVAE Autor Liu, Chang, Antypenko, Ruslan, Sushko, Iryna, Zakharchenko, Oksana

“…Industrial Internet of Things (IoT) is the most rapidly developing industry in the current IoT industry, and the intrusion detection system (IDS) remains one…”
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Inverse Design of Ultra-Wideband Frequency Selective Surface Using a Graph based Conditional Variational Autoencoder (G-CVAE) integrated with a Physics Informed Neural Network (PINN) Autor V, Bharathi, Ramanujam, Krishnamurthy, Ramanujam, Parthasarathy

“…This work proposes the inverse design of bandstop Frequency Selective Surface using a Graph based Conditional Variational Autoencoder (G-CVAE…”
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Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling Autor Mu, Guoqing, Chen, Junghui

“…To deal with the typically insufficiently labeled samples involved in practical spectroscopy measurements, a conditional variational autoencoder (CVAE…”
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Spatiotemporal Fusion Network for Land Surface Temperature Based on a Conditional Variational Autoencoder Autor Chen, Yuncheng, Yang, Yingbao, Pan, Xin, Meng, Xiangjin, Hu, Jia

“… In this study, we propose a spatiotemporal fusion network for LST based on a conditional variational autoencoder (CVAE-LSTFM…”
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Automatically Inverse Design of FSSs by Conditional Variational Autoencoder and Equivalent Circuit Models With Large Language Models Autor Shen, Jiajun, Liu, Jianfa, Qu, Changhao, Wang, Bao, Wang, Qian, Wei, Zhun

“…), where both of them are assisted by large language models (LLMs). On the one hand, the LLM is used to extract key desired features from language, which is then followed with a conditional variational autoencoder (CVAE…”
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A CVAE-based generative model for generalized B1 inhomogeneity corrected chemical exchange saturation transfer MRI at 5 T Autor Zhang, Ruifen, Zhang, Qiyang, Wu, Yin

“… In this study, we proposed a Conditional Variational Autoencoder (CVAE)-based generative model to generate B1 inhomogeneity corrected Z spectra from single CEST acquisition…”
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CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction Autor Zhou, Hao, Ren, Dongchun, Yang, Xu, Fan, Mingyu, Huang, Hai

“…•The proposed trajectory prediction method consists of a cascaded CVAE module and a socially aware regression module…”
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Anomaly Detection in Imbalanced Data: Evaluating the Performance of Conditional Variational Autoencoder (CVAE) for Video Data Autor Anderwald, Russell Scott

“…Anomaly detection algorithms are deployed to determine a pattern of behavior that deviates from normal behavior. This study aimed to determine performance…”
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CVAE‐SFA: A practical dual‐channel and multi‐index comprehensive operating performance assessment method for dynamic nonstationary industrial processes Autor Zhang, Zhipeng, Wei, Libin, Hao, Xiaochen, Huang, Gaolu, Hu, Jiahao, Lu, Tianqiang

“… It introduces four control limits of ‘optimal, good, general, and poor’ based on the optimal reconstruction error from a conditional variational autoencoder (CVAE…”
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STO-CVAE: state transition-oriented conditional variational autoencoder for data augmentation in disability classification Autor Bang, Seong Jin, Kang, Min Jung, Lee, Min-Goo, Lee, Sang Min

“… This study proposes the state transition-oriented conditional variational autoencoder (STO-CVAE) to capture action patterns in repeated exercises…”
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Robust Haze and Thin Cloud Removal via Conditional Variational Autoencoders Autor Ding, Haidong, Xie, Fengying, Qiu, Linwei, Zhang, Xiaozhe, Shi, Zhenwei

“… In this article, we present a novel algorithm for haze and thin cloud removal using conditional variational autoencoders (CVAEs…”
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Few-shot learning-based generative design of metamaterials with zero Poisson’s ratio Autor Liu, Xiangbei, Zhao, Huan, Tang, Ya, Chen, Chaofan, Zhu, Yifeng, Song, Bo, Li, Yan

“…[Display omitted] •Generated zero Poisson's ratio metamaterial using an extremely unbalanced dataset.•Addressed the common issue in material design of having…”
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Generating Long Financial Report Using Conditional Variational Autoencoders With Knowledge Distillation Autor Wang, Ziao, Ren, Yunpeng, Zhang, Xiaofeng, Wang, Yiyuan

“… To address this issue, this article proposes a conditional variational autoencoders (CVAEs)-based approach that distills external knowledge from a set of news-report data…”
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Generative Design of Thermoset Shape Memory Polymers Driven by Chemical Group: A Conditional Variational Autoencoder Approach Autor Das, Borun, Peters, Andrew, Li, Guoqiang, Hei, Xiali

“… This study is the first to introduce an innovative approach that uses a deep generative learning model, namely the conditional variational autoencoder (CVAE…”
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Few-shot learning-based generative design of metamaterials with zero Poisson’s ratio Autor Liu, Xiangbei, Zhao, Huan, Tang, Ya, Chen, Chaofan, Zhu, Yifeng, Song, Bo, Li, Yan

“… Our framework incorporates an out-of-distribution (OOD) target-oriented sampler into a conditional variational autoencoder (cVAE…”
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A CVAE-based Anomaly Detection Algorithm for Cyber Physical Attacks for Water Distribution Systems Autor Addeen, Hajar Hameed, Xiao, Yang, Li, Tieshan

“…Modern technologies adopt Internet of Things (IoT) devices to increase water management efficiency and enhance water quality services. However, the limitations…”
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Enhancing Global Surface Soil Moisture Estimation From ESA CCI and SMAP Product With a Conditional Variational Autoencoder Autor Shi, Changjiang, Zhang, Zhijie, Xiong, Shengqing, Zhang, Wanchang

“… To address this issue, an SM reconstruction approach based on a conditional variational autoencoder model was developed, leveraging the high spatial resolution of SMAP L4 data and the accuracy of CCI…”
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Reconstructing quantum states with VAE and CVAE Autor Cong, Shuang, Su, Chenyu

“…) and conditional variational autoencoder (CVAE), to learn the abstract probability distribution of the training set to perform the task of quantum state reconstruction in quantum many-body systems…”
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