Výsledky vyhľadávania - "Conditional variational autoencoder (CVAE)"

Conditional Variational Autoencoder (cVAE) for bio-plastic generation

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

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

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

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

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

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

Autori: Jiaqi Yuan Junhua Yu Qianbei Yi a ďalší

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

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

Popis súboru: electronic resource

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

Prístupová URL adresa: https://doaj.org/article/a2b6ea14dfa84acc85be4d66915588f3

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

Autori: Ruifen Zhang Qiyang Zhang Yin Wu

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

Predmety: 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

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

Heartbeat detection and personal authentication using a 60 GHz Doppler sensor

Autori: Takuma Asano Shintaro Izumi Hiroshi Kawaguchi

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

Predmety: 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

Popis súboru: electronic resource

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

Prístupová URL adresa: https://doaj.org/article/88ddede3f91b480a8e160b07f561a44e

Generating diverse clothed 3D human animations via a generative model

Autori: Min Shi Wenke Feng Lin Gao a ďalší

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

Predmety: 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

Prístupová URL adresa: https://doaj.org/article/4d02eb8f0da14cb39714d3d99773780b

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

Autori: Changjiang Shi Zhijie Zhang Shengqing Xiong a ďalší

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

Predmety: 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

Prístupová URL adresa: https://doaj.org/article/172f29a7106a48fb9baccd27a3d5514e

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

Autori: Xiangbei Liu Huan Zhao Ya Tang a ďalší

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

Predmety: 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

Popis súboru: electronic resource

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

Prístupová URL adresa: https://doaj.org/article/94f6b8fb996e4087a0dc6a5c922fef95

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

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

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

Predmety: 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

Popis súboru: electronic resource

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

Prístupová URL adresa: https://doaj.org/article/34976470a7924c7aacfca7ecf6b4f281

Figure 6: The overall structure of the conditional variational autoencoder (CVAE) module.

Dostupnosť: https://doi.org/10.7717/peerj-cs.2842/fig-6

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

Autori: Das, Borun Peters, Andrew Li, Guoqiang a ďalší

Zdroj: Faculty Publications

Predmety: additive manufacturing, chemical group driven, conditional variational autoencoder (CVAE), generative AI, smart material, thermoset shape memory polymer

Relation: https://repository.lsu.edu/mechanical_engineering_pubs/1516

Dostupnosť: https://repository.lsu.edu/mechanical_engineering_pubs/1516
https://doi.org/10.1002/pol.20240649

Map Completion Using Generative Models on a Custom Dataset.

Autori: Güzel, Selma Uslu, Erkan

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

Conditional VAE for personalized neurofeedback in cognitive training.

Autori: Tibermacine, Imad Eddine Russo, Samuele Scarano, Gianmarco a ďalší

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

Predmety: 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.

Autori: Yuan, Jiaqi Yu, Junhua Yi, Qianbei a ďalší

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

Predmety: 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.

Autori: Tian, Ruonan Xue, Ziwei Chen, Yiru a ďalší

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

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

Physical discovery in representation learning via conditioning on prior knowledge.

Autori: Liu, Yongtao Huey, Bryan D. Ziatdinov, Maxim A. a ďalší

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

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

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

Autori: Zhou, Hao Ren, Dongchun Yang, Xu a ďalší

Predmety: Pedestrian trajectory prediction, Socially -aware model, Conditional variational autoencoder (CVAE), Computer Science, Engineering, Artificial Intelligence, Electrical & Electronic

Relation: PATTERN RECOGNITION; http://ir.ia.ac.cn/handle/173211/50406; http://ir.ia.ac.cn/handle/173211/50407

Dostupnosť: http://ir.ia.ac.cn/handle/173211/50406
http://ir.ia.ac.cn/handle/173211/50407
https://doi.org/10.1016/j.patcog.2022.109030

Spatiotemporal Fusion Network for Land Surface Temperature Based on a Conditional Variational Autoencoder.

Autori: Chen, Yuncheng Yang, Yingbao Pan, Xin a ďalší

Zdroj: IEEE Transactions on Geoscience & Remote Sensing. Jun2022, Vol. 60, p1-13. 13p.

Predmety: LAND surface temperature, PERCEPTUAL learning, DEEP learning, SPATIAL resolution, CLIMATE research, REMOTE sensing

Anomaly Detection for Charging Piles Based on Conditional Variational Autoencoder.

Autori: Wang, Chuanjun Lu, Yinyu Wang, Mingxin a ďalší

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

Predmety: 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.

Autori: Asano, Takuma Izumi, Shintaro Kawaguchi, Hiroshi

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

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