Suchergebnisse - Conditional variational autoencoder (cVAE)~

Research on Abnormal Traffic Detection in Industrial Control Network Based on CVAE-CatBoost von 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 …”
Volltext

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Conditional Variational Autoencoders-Particle Filter von 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 …”
Volltext

Intrusion Detection System After Data Augmentation Schemes Based on the VAE and CVAE von 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 …”
Volltext

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) von 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 …”
Volltext

Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling von Mu, Guoqing, Chen, Junghui

“… To deal with the typically insufficiently labeled samples involved in practical spectroscopy measurements, a conditional variational autoencoder (CVAE …”
Volltext

Spatiotemporal Fusion Network for Land Surface Temperature Based on a Conditional Variational Autoencoder von 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 …”
Volltext

Automatically Inverse Design of FSSs by Conditional Variational Autoencoder and Equivalent Circuit Models With Large Language Models von 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 …”
Volltext

A CVAE-based generative model for generalized B1 inhomogeneity corrected chemical exchange saturation transfer MRI at 5 T von 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 …”
Volltext

CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction von 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 …”
Volltext

Anomaly Detection in Imbalanced Data: Evaluating the Performance of Conditional Variational Autoencoder (CVAE) for Video Data von 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 …”
Volltext

CVAE‐SFA: A practical dual‐channel and multi‐index comprehensive operating performance assessment method for dynamic nonstationary industrial processes von 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 …”
Volltext

STO-CVAE: state transition-oriented conditional variational autoencoder for data augmentation in disability classification von 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 …”
Volltext

Robust Haze and Thin Cloud Removal via Conditional Variational Autoencoders von 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 …”
Volltext

Few-shot learning-based generative design of metamaterials with zero Poisson’s ratio von 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 …”
Volltext

Generating Long Financial Report Using Conditional Variational Autoencoders With Knowledge Distillation von 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 …”
Volltext

Generative Design of Thermoset Shape Memory Polymers Driven by Chemical Group: A Conditional Variational Autoencoder Approach von 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 …”
Volltext

A CVAE-based Anomaly Detection Algorithm for Cyber Physical Attacks for Water Distribution Systems von 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 …”
Volltext

Few-shot learning-based generative design of metamaterials with zero Poisson’s ratio von 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 …”
Volltext

Enhancing Global Surface Soil Moisture Estimation From ESA CCI and SMAP Product With a Conditional Variational Autoencoder von 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 …”
Volltext

Reconstructing quantum states with VAE and CVAE von 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 …”
Volltext