Search Results - conditional variational (autoencoder（cvae）* OR autoencoder（cae）*)~

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

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

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

Conditional variational autoencoders for generated hub genes in human endogenous retrovirus and periodontal inflammasome

Authors: Pradeep Kumar Yadalam

Source: Gaceta Médica de Caracas. 133:709-714

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

Multi-modal graph convolutional network for vessel trajectory prediction based on cooperative intention enhance using conditional variational autoencoder

Authors: Jiang, Junhao Zuo, Yi Li, Zhiyuan

Source: Reliability Engineering and System Safety. 267

Subject Terms: Graph convolutional network, Trajectory prediction, Cooperative intention constructor, Intelligent situational awareness systems, Conditional variational autoencoder, Multi-modal interaction extractor

Access URL: https://research.chalmers.se/publication/549377

Feasibility of Conditional Variational Autoencoders for Phase-Averaged Synthetic Time Series

Authors: Rüb, Matthias Grüber, Jens Schotten, Hans D

Source: European Conference on Cyber Warfare and Security. 24:614-620

Aviation Fuel Pump Fault Diagnosis Based on Conditional Variational Self-Encoder Adaptive Synthetic Less Data Enhancement.

Authors: Liu, Tiejun Zhang, Yaoping Yin, Xiaojing et al.

Source: Mathematics (2227-7390). Jul2025, Vol. 13 Issue 14, p2218. 18p.

Subject Terms: *FUEL pumps, *FAULT diagnosis, *COMMERCIAL aeronautics, *MACHINE learning, *DATA augmentation

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)

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

Authors: Borun Das Andrew Peters Guoqiang Li et al.

Source: Journal of Polymer Science. 63:1334-1344

Accelerating Bayesian Sampling for Massive Black Hole Binaries with Prior Constraints from Conditional Variational Autoencoder

Authors: Sun, Hui Wang, He He, Jibo

Index Terms: Astrophysics - Instrumentation and Methods for Astrophysics, text

URL: http://arxiv.org/abs/2502.09266

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

Automated Anomaly Detection and Risk Stratification in Polymerization Reactor Systems via Multi-Modal Data Fusion and Conditional Variational Autoencoders

Authors: Freederia AI Researcher

ICVAE: Interpretable Conditional Variational Autoencoder for De Novo Molecular Design.

Authors: Fan, Xiaqiong Fang, Senlin Li, Zhengyan et al.

Source: International Journal of Molecular Sciences. May2025, Vol. 26 Issue 9, p3980. 14p.

Subject Terms: *DRUG discovery, *AUTOENCODERS, *OPTIMIZATION algorithms, *LINEAR operators, *VALUATION of real property

Synthetic Data Generation for Enhancing Text Classification Performance Using Conditional Variational Autoencoders

Authors: Ömer Faruk Cebeci Mehmet Fatih Amasyali

Source: Orclever Proceedings of Research and Development. 5:498-514

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: Conditional variational autoencoder (CVAE), Adult, Deep Learning, Chemical exchange saturation transfer (CEST), Image Processing, Computer-Assisted, B1 inhomogeneity, Humans, Brain, Neurosciences. Biological psychiatry. Neuropsychiatry, Magnetic Resonance Imaging, RC321-571

Access URL: https://pubmed.ncbi.nlm.nih.gov/40268259
https://doaj.org/article/5020824dce994853bd9304a5c9daf2ba

Unsupervised super-resolution data assimilation using conditional variational autoencoders with estimating background covariances via super-resolution.

Authors: Yasuda, Yuki Onishi, Ryo

Source: Physics of Fluids. Apr2025, Vol. 37 Issue 4, p1-17. 17p.

Subject Terms: *DATA assimilation, *NUMERICAL integration, *COVARIANCE matrices, *FORECASTING, *OCEAN

Conditional variational autoencoders for generated hub genes in human endogenous retrovirus and periodontal inflammasome.

Alternate Title: Autocodificadores variacionales condicionales para genes centrales generados en retrovirus endógenos humanos e inflamasoma periodontal. (Spanish)

Authors: Yadalam, Pradeep Kumar Ardila, Carlos M.

Source: Gaceta Médica de Caracas; jul-sep2025, Vol. 133 Issue 3, p709-714, 6p

Subject Terms: HUMAN endogenous retroviruses, PERIODONTAL disease, INFLAMMASOMES, DRUG target, PROBABILISTIC generative models, GENE expression, GENE regulatory networks

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

The Use of Conditional Variational Autoencoders in Generating Stellar Spectra

Authors: Marwan Gebran Ian Bentley

Source: Astronomy, Vol 4, Iss 3, p 13 (2025)

Subject Terms: stellar spectroscopy, stellar parameters, deep learning, conditional variational autoencoders, Astronomy, QB1-991

File Description: electronic resource

Relation: https://www.mdpi.com/2674-0346/4/3/13; https://doaj.org/toc/2674-0346

Access URL: https://doaj.org/article/7ac78b0d03814d2e93862d635ac25b4e