Search Results - Transformer-based conditional variational AutoEncoder

Anomaly detection in KOMAC high-power systems using transformer-based conditional variational autoencoder

Authors: Gi-Hu Kim Hae-Seong Jeong Han-Sung Kim et al.

Source: Journal of the Korean Physical Society. 87:883-891

Cybersecurity enhancement using conditional generative adversarial network with transformer-based conditional variational autoencoder

Authors: Prithvipal Singh Sandeep Singh Gurupdesh Singh et al.

Source: Engineering Applications of Artificial Intelligence. 161:112220

Anomaly detection in KOMAC high-power systems using transformer-based conditional variational autoencoder.

Authors: Kim, Gi-Hu Jeong, Hae-Seong Kim, Han-Sung et al.

Source: Journal of the Korean Physical Society. Oct2025, Vol. 87 Issue 7, p883-891. 9p.

Distributional Drift Adaptation With Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting

Authors: Hui He Qi Zhang Kun Yi et al.

Source: IEEE Transactions on Neural Networks and Learning Systems. 36:7287-7301

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, I.2.6, 0202 electrical engineering, electronic engineering, information engineering, 68Txx, 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences, Machine Learning (cs.LG)

Access URL: https://pubmed.ncbi.nlm.nih.gov/38683706
http://arxiv.org/abs/2209.00654

Transformer-based Conditional Variational Autoencoder for Controllable Story Generation

Authors: Fang, Le Zeng, Tao Liu, Chaochun et al.

Index Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2101.00828

ACTIVA: Amortized Causal Effect Estimation without Graphs via Transformer-based Variational Autoencoder

Authors: Sauter, Andreas Salehkaleybar, Saber Plaat, Aske et al.

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2503.01290

ACTIVA: Amortized Causal Effect Estimation via Transformer-based Variational Autoencoder

Authors: Sauter, Andreas Salehkaleybar, Saber Plaat, Aske et al.

Subject Terms: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2503.01290

Trans-cVAE-GAN: Transformer-Based cVAE-GAN for High-Fidelity EEG Signal Generation

Authors: Yiduo Yao Xiao Wang Xudong Hao et al.

Source: Bioengineering, Vol 12, Iss 10, p 1028 (2025)

Subject Terms: generative modeling, conditional variational autoencoder, generative adversarial network, transformer, Technology, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://www.mdpi.com/2306-5354/12/10/1028; https://doaj.org/toc/2306-5354

Access URL: https://doaj.org/article/b176dbfe8b9a4183a92e65214ca23f89

Distributional Drift Adaptation With Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting.

Authors: He, H Zhang, Q Yi, K et al.

Index Terms: Journal Article

URL: http://hdl.handle.net/10453/180311
IEEE Trans Neural Netw Learn Syst
10.1109/TNNLS.2024.3384842

ProT-VAE: Protein Transformer Variational AutoEncoder for functional protein design.

Authors: Sevgen, Emre Moller, Joshua Lange, Adrian et al.

Source: Proceedings of the National Academy of Sciences of the United States of America. 10/14/2025, Vol. 122 Issue 41, p1-10. 21p.

Subject Terms: *PROTEIN engineering, *SYNTHETIC proteins, *TRANSFORMER models, *ENZYME biotechnology, *FUNCTIONAL assessment, *LATENT variables, *MACHINE learning, *PROBABILISTIC generative models

Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting

Authors: He, Hui Zhang, Qi Yi, Kun et al.

Index Terms: Computer Science - Machine Learning, 68Txx, I.2.6, text

URL: http://arxiv.org/abs/2209.00654

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)

Lightweight Text-to-Image Generation Model Based on Contrastive Language-Image Pre-Training Embeddings and Conditional Variational Autoencoders.

Authors: Wang, Yubo Zhang, Gaofeng

Source: Electronics (2079-9292); Jun2025, Vol. 14 Issue 11, p2185, 31p

Subject Terms: AUTOENCODERS, SUPPLY & demand, GENERALIZATION

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

T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion

Authors: Xiaojun Wan Tianming Wang

Source: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. :5233-5239

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences

Access URL: https://www.ijcai.org/proceedings/2019/0727.pdf
https://dblp.uni-trier.de/db/conf/ijcai/ijcai2019.html#Wang019b
https://www.ijcai.org/Proceedings/2019/727

Trans-cVAE-GAN: Transformer-Based cVAE-GAN for High-Fidelity EEG Signal Generation.

Authors: Yao, Yiduo Wang, Xiao Hao, Xudong et al.

Source: Bioengineering (Basel); Oct2025, Vol. 12 Issue 10, p1028, 40p

Subject Terms: ELECTROENCEPHALOGRAPHY, GENERATIVE adversarial networks, TRANSFORMER models, BRAIN-computer interfaces, AFFECTIVE computing, PROBABILISTIC generative models, EMOTION recognition

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

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

Nc-vae: normalised conditional diverse variational autoencoder guided de novo molecule generation.

Authors: Bhadwal, Arun Singh Kumar, Kamal

Source: Journal of Supercomputing; Sep2024, Vol. 80 Issue 14, p21207-21228, 22p

Subject Terms: DRUG discovery, DRUG design, MACHINE learning, SMILING, MOLECULES

Diverse Image Captioning via Conditional Variational Autoencoder and Dual Contrastive Learning.

Authors: JING XU BING LIU YONG ZHOU et al.

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Jan2024, Vol. 20 Issue 1, p1-16, 16p

Subject Terms: SEQUENTIAL learning, LEARNING, ENTROPY