Search Results - (("conditional variational autoencoder（cvae）") OR ("conditioning variational autoencoder（cvae）"))

Conditional Variational Autoencoder (cVAE) for bio-plastic generation

Authors: Choo, Hyunkyung Pakarinen, Olli Garg, Vikas Kumar

Access URL: https://cris.vtt.fi/en/publications/6296e553-af7a-49d8-a033-b2787f5771b6

SpateCV: cross-modality alignment regularization of cell types improves spatial gene imputation for spatial transcriptomics

Authors: Jiaqi Yuan Junhua Yu Qianbei Yi et al.

Source: Journal of Translational Medicine, Vol 23, Iss 1, Pp 1-21 (2025)

Subject Terms: Spatial transcriptomics, Single-cell RNA sequencing, Gene imputation, Conditional variational autoencoder (CVAE), Attention mechanism, Medicine

File Description: electronic resource

Relation: https://doaj.org/toc/1479-5876

Access URL: https://doaj.org/article/a2b6ea14dfa84acc85be4d66915588f3

Generative design of RHS/SHS profiles using Conditional Variational Autoencoder (CVAE)

Authors: Müller, Andreas Kraus, Michael Anton Andras, Taras

Subject Terms: CVAE, machine learning, local buckling, Digital design tools, high strength steel

Heartbeat detection and personal authentication using a 60 GHz Doppler sensor

Authors: Takuma Asano Shintaro Izumi Hiroshi Kawaguchi

Source: Frontiers in Digital Health, Vol 7 (2025)

Subject Terms: biometric authentication, conditional variational autoencoder (CVAE), heartbeat, microwave Doppler sensor, non-contact measurement, Medicine, Public aspects of medicine, RA1-1270, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fdgth.2025.1570144/full; https://doaj.org/toc/2673-253X

Access URL: https://doaj.org/article/88ddede3f91b480a8e160b07f561a44e

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

Authors: Ruifen Zhang Qiyang Zhang Yin Wu

Source: NeuroImage, Vol 312, Iss , Pp 121202- (2025)

Subject Terms: B1 inhomogeneity, Chemical exchange saturation transfer (CEST), Conditional variational autoencoder (CVAE), Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811925002058; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/5020824dce994853bd9304a5c9daf2ba

Generating diverse clothed 3D human animations via a generative model

Authors: Min Shi Wenke Feng Lin Gao et al.

Source: Computational Visual Media, Vol 10, Iss 2, Pp 261-277 (2024)

Subject Terms: garment animation, Transformer, 03 medical and health sciences, 0302 clinical medicine, computer graphics, Electronic computers. Computer science, 0202 electrical engineering, electronic engineering, information engineering, conditional variational autoencoder (CVAE), QA75.5-76.95, 02 engineering and technology

Access URL: https://doaj.org/article/4d02eb8f0da14cb39714d3d99773780b

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

Authors: Changjiang Shi Zhijie Zhang Shengqing Xiong et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 9337-9359 (2024)

Subject Terms: Conditional variational autoencoder (CVAE), SMAP L4, QC801-809, Geophysics. Cosmic physics, 0207 environmental engineering, 02 engineering and technology, 15. Life on land, surface soil moisture (SM), 01 natural sciences, Ocean engineering, product reconstruction, 13. Climate action, ESA climate change initiative (CCI), TC1501-1800, 0105 earth and related environmental sciences

Access URL: https://doaj.org/article/172f29a7106a48fb9baccd27a3d5514e

Few-shot learning-based generative design of metamaterials with zero Poisson’s ratio

Authors: Xiangbei Liu Huan Zhao Ya Tang et al.

Source: Materials & Design, Vol 244, Iss , Pp 113224- (2024)

Subject Terms: Machine learning, Few-shot learning, Metamaterials, Conditional variational autoencoder (cVAE), Out-of-distribution (OOD) data, Inverse design, Materials of engineering and construction. Mechanics of materials, TA401-492

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S0264127524005999; https://doaj.org/toc/0264-1275

Access URL: https://doaj.org/article/94f6b8fb996e4087a0dc6a5c922fef95

一种基于图神经网络的比特币非法交易检测方法. (Chinese)

Alternate Title: A Bitcoin Illegal Transaction Detection Method Based on Graph Neural Networks. (English)

Authors: 姜贤波 邢桂东 康艳荣

Source: Forensic Science & Technology; Dec2025, Vol. 50 Issue 6, p563-568, 6p

Map Completion Using Generative Models on a Custom Dataset.

Authors: Güzel, Selma Uslu, Erkan

Source: Signal, Image & Video Processing; Nov2025, Vol. 19 Issue 11, p1-8, 8p

Conditional VAE for personalized neurofeedback in cognitive training.

Authors: Tibermacine, Imad Eddine Russo, Samuele Scarano, Gianmarco et al.

Source: PLoS ONE; 10/31/2025, Vol. 20 Issue 10, p1-28, 28p

Subject Terms: MACHINE learning, FEATURE extraction, NEUROPHYSIOLOGY, ARTIFICIAL intelligence, COGNITIVE training, ROUTINE diagnostic tests

SpateCV: cross-modality alignment regularization of cell types improves spatial gene imputation for spatial transcriptomics.

Authors: Yuan, Jiaqi Yu, Junhua Yi, Qianbei et al.

Source: Journal of Translational Medicine; 10/29/2025, Vol. 23 Issue 1, p1-21, 21p

Subject Terms: RNA sequencing, GENE expression profiling, CELL populations, DATA harmonization, LATENT variables, CELL communication

Integrating cross-sample and cross-modal data for spatial transcriptomics and metabolomics with SpatialMETA.

Authors: Tian, Ruonan Xue, Ziwei Chen, Yiru et al.

Source: Nature Communications; 10/6/2025, Vol. 16 Issue 1, p1-16, 16p

Subject Terms: METABOLOMICS, DATA integration, CANCER treatment, DATA harmonization, LATENT variables, MULTIOMICS, RNA sequencing

Research on Abnormal Traffic Detection in Industrial Control Network Based on CVAE-CatBoost

Authors: ZHANG Zixuan, ZONG Xuejun, HE Kan, LIAN Lian

Source: Jisuanji gongcheng, Vol 49, Iss 5, Pp 173-180 (2023)

Subject Terms: industrial control network（icn）, anomaly detection, data imbalance, conditional variational autoencoder（cvae）, catboost algorithm, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20230520.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/34976470a7924c7aacfca7ecf6b4f281

Physical discovery in representation learning via conditioning on prior knowledge.

Authors: Liu, Yongtao Huey, Bryan D. Ziatdinov, Maxim A. et al.

Source: Journal of Applied Physics; 8/14/2024, Vol. 136 Issue 6, p1-13, 13p

Subject Terms: PIEZORESPONSE force microscopy, SPECTRAL imaging, LATENT variables, EXTRAPOLATION, PRIOR learning

Anomaly Detection for Charging Piles Based on Conditional Variational Autoencoder.

Authors: Wang, Chuanjun Lu, Yinyu Wang, Mingxin et al.

Source: International Transactions on Electrical Energy Systems; 9/23/2025, Vol. 2025, p1-12, 12p

Subject Terms: ELECTRIC vehicles, SUPERVISED learning, PROBABILISTIC generative models, OUTLIER detection, SIGNAL detection, DISTRIBUTION (Probability theory), INFRASTRUCTURE (Economics)

Heartbeat detection and personal authentication using a 60 GHz Doppler sensor.

Authors: Asano, Takuma Izumi, Shintaro Kawaguchi, Hiroshi

Source: Frontiers in Digital Health; 2025, p1-12, 12p

Subject Terms: PATIENT monitoring equipment, BIOLOGICAL models, RESEARCH funding, SOUND spectrography, BIOMETRY, HEART beat, ELECTROCARDIOGRAPHY, SECURITY systems, TECHNOLOGY, PATIENT monitoring, MICROWAVES, WAVE analysis, ALGORITHMS

The Use of Conditional Variational Autoencoders in Generating Stellar Spectra.

Authors: Gebran, Marwan Bentley, Ian

Source: Astronomy (2674-0346); Sep2025, Vol. 4 Issue 3, p13, 14p

Subject Terms: STELLAR spectra, RADIATIVE transfer, SIMULATION methods & models, SPECTRUM analysis, ASTROPHYSICS, PROBABILISTIC generative models, MACHINE learning, QUANTITATIVE research

Framing the Sequence: Genre-Aligned Photo Curation via Shot-Scale Embedding.

Authors: Park, Youngsup Lim, Yangmi Kang, Dongwann

Source: Electronics (2079-9292); Sep2025, Vol. 14 Issue 17, p3434, 25p

Subject Terms: MOBILE apps, DIGITAL storytelling, IMAGE processing

A Variable Load Fault Detection and Diagnosis Method for Traction Systems of High-speed Trains.

Authors: Li, Xuedong Wang, Hongzhi Wan, Zhiwei et al.

Source: International Journal of Control, Automation & Systems; Sep2025, Vol. 23 Issue 9, p2599-2610, 12p