Search Results - conditional 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

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

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

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

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

Authors: Tiejun Liu Yaoping Zhang Xiaojing Yin et al.

Source: Mathematics, Vol 13, Iss 14, p 2218 (2025)

Subject Terms: data imbalance, QA1-939, fault diagnosis, aviation fuel pumps, Mathematics, conditional variational autoencoder adaptive synthetic

Access URL: https://doaj.org/article/6506c51a390e4b8b9c3f16ce838110f0

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

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

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

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)

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

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

Authors: Freederia AI Researcher

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

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

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

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

Authors: Yuki Yasuda Ryo Onishi

Source: Physics of Fluids. 37

Subject Terms: Physics - Atmospheric and Oceanic Physics, Atmospheric and Oceanic Physics (physics.ao-ph), FOS: Physical sciences

Access URL: http://arxiv.org/abs/2308.03351

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

Development of a conditional variational autoencoder for handwritten digit recognition

Authors: Podoliak B Filimonova T Yurchenko Yu

Source: Artificial Intelligence. 29:75-81

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