Search Results - transformer-based conditioning variational autoencoder

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

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

TVAE-3D: Efficient multi-view 3D shape reconstruction with diffusion models and transformer based VAE.

Authors: Sajid, Muhammad Malik, Kaleem Razzaq Khan, Ali Haider et al.

Source: Cluster Computing; Nov2025, Vol. 28 Issue 13, p1-22, 22p

Subject Terms: COMPUTER vision, THREE-dimensional imaging, PROBABILISTIC generative models, TRANSFORMER models, POINT cloud, LATENT variables

Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting.

Authors: Fu, Fengyi Fang, Shancheng Chen, Weidong et al.

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Apr2024, Vol. 20 Issue 4, p1-24, 24p

Subject Terms: TRANSFORMER models, NARRATION, POPULARITY, VIDEO compression, SEMANTICS

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

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)

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

ERLD-HC: Entropy-Regularized Latent Diffusion for Harmony-Constrained Symbolic Music Generation.

Authors: Li, Yang

Source: Entropy; Sep2025, Vol. 27 Issue 9, p901, 21p

Subject Terms: HARMONICS (Music theory), AUTOENCODERS, SONGWRITING, MIDI (Standard), DEEP learning, PROBABILISTIC generative models, MACHINE learning, MUSICAL notation

Improved Generation of Drawing Sequences Using Variational and Skip-Connected Deep Networks for a Drawing Support System.

Authors: Nakamura, Atomu Matsumoto, Homari Chiba, Koharu et al.

Source: Future Internet; Sep2025, Vol. 17 Issue 9, p413, 19p

Subject Terms: DATA augmentation, DEEP learning, LATENT variables, NEURAL computers, GENERATIVE artificial intelligence, DRAWING techniques

Zero-Shot Learning for S&P 500 Forecasting via Constituent-Level Dynamics: Latent Structure Modeling Without Index Supervision.

Authors: Noh, Yoonjae Kim, Sangjin

Source: Mathematics (2227-7390); Sep2025, Vol. 13 Issue 17, p2762, 17p

Subject Terms: STANDARD & Poor's 500 Index, FORECASTING, MACROECONOMICS, ECONOMIC competition, IMPLICIT learning, LATENT structure analysis, AUTOENCODERS

Geographic Terms: UNITED States

VTAE: Variational Transformer Autoencoder With Manifolds Learning.

Authors: Shamsolmoali, Pourya Zareapoor, Masoumeh Zhou, Huiyu et al.

Source: IEEE Transactions on Image Processing; 2023, Vol. 32, p4486-4500, 15p

Subject Terms: RIEMANNIAN manifolds, RIEMANNIAN metric, COMPUTER vision, AUTOENCODERS, FEATURE extraction, LATENT variables

Interpolation of missing swaption volatility data using variational autoencoders.

Authors: Richert, Ivo Buch, Robert

Source: Behaviormetrika; Jan2024, Vol. 51 Issue 1, p291-317, 27p

Subject Terms: GIBBS sampling, INTERPOLATION, MARKET volatility, MISSING data (Statistics), RESEARCH personnel

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

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

FlightDiff: a dual-constraint guided two-phase diffusion framework for accurate flight prediction.

Authors: He, Peilan Zhang, Zewei Yu, Yanwei et al.

Source: GeoInformatica; Jun2026, Vol. 30 Issue 1, p1-27, 27p

Subject Terms: AIR traffic control, TIME-of-arrival estimation, REACTION-diffusion equations, AUTOENCODERS, AIRLINE routes, TIME series analysis

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

Sequential SAR-to-Optical Image Translation.

Authors: Wei, Jingbo Zhou, Huan Ke, Peng et al.

Source: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2287, 19p

Subject Terms: SYNTHETIC aperture radar, TRANSFORMER models, FEATURE extraction

Video Variational Deep Atmospheric Turbulence Correction

Authors: Santiago López-Tapia Xijun Wang Aggelos K. Katsaggelos

Source: IEEE Access, Vol 12, Pp 127368-127379 (2024)

Subject Terms: Atmospheric turbulence, deep learning, Electrical engineering. Electronics. Nuclear engineering, video restoration, TK1-9971

Access URL: https://doaj.org/article/8903b41a58e14a24961ffa4daa917979

Social-aware trajectory prediction using goal-directed attention networks with egocentric vision.

Authors: Astuti, Lia Chiu, Chui-Hong Lin, Yu-Chen et al.

Source: PeerJ Computer Science; Apr2025, p1-30, 30p

Subject Terms: ARTIFICIAL neural networks, ROAD users, TRAJECTORY measurements, EGOISM

CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets.

Authors: Zhang, Longwen Wang, Ziyu Zhang, Qixuan et al.

Source: ACM Transactions on Graphics; Jul2024, Vol. 43 Issue 4, p1-20, 20p

Subject Terms: CLAY, TRANSFORMER models, DIGITAL technology, SURFACE geometry, GEOMETRIC surfaces