Search Results - vector quantized variational autoencoder (VAE)

Upsampling of compressed financial time-series data using a jointly trained Vector Quantized Variational Autoencoder neural network

Predicting anatomical variations in radiotherapy with a vector quantized variational autoencoder generative model.

Authors: Zou, Yue Li, Zhenhao Zhang, Menghan et al.

Source: Medical Physics; Sep2025, Vol. 52 Issue 9, p1-14, 14p

Subject Terms: RADIOTHERAPY, ANATOMICAL variation, NASOPHARYNX cancer, COMPUTED tomography, PROBABILISTIC generative models

Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation.

Authors: Qiu, Shi Zaheer, Qasim Shah, S. Muhammad Ahmed Hassan et al.

Source: Journal of Computing in Civil Engineering; May2025, Vol. 39 Issue 3, p1-22, 22p

Subject Terms: STRUCTURAL health monitoring, AUTOENCODERS

Geração de imagens de faces com alta resolução utilizando variational autoencoders

Authors: Gonçalves, Tiago Rico Esteves, António Universidade do Minho

Contributors: Gonçalves, Tiago Rico Esteves, António Universidade do Minho

Source: urn:tid:203617517

Subject Terms: Modelo gerador de imagens, Variational autoencoder, VQ-VAE, PixelCNN, VQ-GAN, Image generation model

File Description: application/pdf

Availability: https://hdl.handle.net/1822/92720

HVQ-VAE: Variational auto-encoder with hyperbolic vector quantization.

Authors: Chen, Shangyu Fang, Pengfei Harandi, Mehrtash et al.

Source: Computer Vision & Image Understanding. Jul2025, Vol. 258, pN.PAG-N.PAG. 1p.

Subject Terms: Clustering algorithms, Hyperbolic spaces, Vector quantization, Image reconstruction, Autoencoder

Vector-Quantized Variational AutoEncoder for pansharpening.

Authors: Talbi, Farid Elmezouar, Miloud Chikr Boutellaa, Elhocine et al.

Source: International Journal of Remote Sensing; Oct2023, Vol. 44 Issue 20, p6329-6349, 21p

Subject Terms: MULTISPECTRAL imaging, SPATIAL resolution, SPECTRAL imaging, IMAGE fusion, CITIES & towns, THEMATIC mapper satellite

Hierarchical Vector-Quantized Variational Autoencoder and Vector Credibility Mechanism for High-Quality Image Inpainting.

Authors: Li, Cheng Xu, Dan Chen, Kuai

Source: Electronics (2079-9292); May2024, Vol. 13 Issue 10, p1852, 17p

Subject Terms: INPAINTING, PRIOR learning

Vector Quantized Variational Autoencoder-Based Compressive Sampling Method for Time Series in Structural Health Monitoring.

Authors: Liang, Ge Ji, Zhenglin Zhong, Qunhong et al.

Source: Sustainability (2071-1050); Oct2023, Vol. 15 Issue 20, p14868, 20p

Latent space improved masked reconstruction model for human skeleton-based action recognition

Authors: Enqing Chen Xueting Wang Xin Guo et al.

Source: Frontiers in Neurorobotics, Vol 19 (2025)

Subject Terms: human skeleton-based action recognition, variational autoencoder, vector quantized variational autoencoder, masked reconstruction model, self-supervised learning, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnbot.2025.1482281/full; https://doaj.org/toc/1662-5218

Access URL: https://doaj.org/article/65f47d78ba614d8294971e0d8ef11b1f

Research on Reconstruction Method of Occluded Micro-Expressions Based on Quantized Denoising Autoencoder

Authors: LIU Hui, GUO Te, LIU Dong, LI Yingying

Source: Jisuanji gongcheng, Vol 51, Iss 5, Pp 288-304 (2025)

Subject Terms: occluded micro-expression recognition, feature reconstruction, optical flow, dynamic image, denoising autoencoder, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20250529.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/6dca6ccf5e1149279b8fd4d79d81dcd6

A Transductive Zero-Shot Learning Framework for Ransomware Detection Using Malware Knowledge Graphs.

Authors: Wang, Ping Li, Hao-Cyuan Lin, Hsiao-Chung et al.

Source: Information; Jun2025, Vol. 16 Issue 6, p458, 35p

Subject Terms: KNOWLEDGE graphs, RECEIVER operating characteristic curves, DEEP learning, BEHAVIORAL assessment, AUTOENCODERS

EM-LAST: Effective Multidimensional Latent Space Transport for an Unpaired Image-to-Image Translation With an Energy-Based Model

Authors: Giwoong Han Jinhong Min Sung Won Han

Source: IEEE Access, Vol 10, Pp 72839-72849 (2022)

Subject Terms: Energy-based model, image-to-image translation, Langevin dynamics, multidimensional latent space, vector-quantized variational autoencoder, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9819914/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/bce9e18df16a4ed591a0d324aea9dd5c

Latent space improved masked reconstruction model for human skeleton-based action recognition.

Authors: Chen, Enqing Wang, Xueting Guo, Xin et al.

Source: Frontiers in Neurorobotics; 2025, p1-11, 11p

Subject Terms: HUMAN activity recognition, COMPUTER vision, AUTOENCODERS, FEATURE extraction, DATA structures, DEEP learning

Enhancing spatial-temporal video prediction with TS-VQ-VAE: A novel encoder-processor-decoder approach.

Authors: Mei FENG Fan LI

Source: Turkish Journal of Electrical Engineering & Computer Sciences; 2025, Vol. 33 Issue 2, p185-202, 18p

Subject Terms: RECURRENT neural networks, CONVOLUTIONAL neural networks, TRAFFIC estimation, TRAFFIC flow, OPTICAL flow, VIDEO coding

Text-driven clothed human image synthesis with 3D human model estimation for assistance in shopping.

Authors: Karkuzhali, S. Aasim, A. Syed StalinRaj, A.

Source: Multimedia Tools & Applications; Jan2025, Vol. 84 Issue 1, p167-200, 34p

Subject Terms: GENERATIVE adversarial networks, CONSUMERISM, IMAGE reconstruction, AUTOENCODERS, ARTIFICIAL intelligence

End-to-End Image-to-Speech Generation for Untranscribed Unknown Languages

Authors: Johanes Effendi Sakriani Sakti Satoshi Nakamura

Source: IEEE Access, Vol 9, Pp 55144-55154 (2021)

Subject Terms: Image-to-speech, image captioning, self-supervised speech representation, vector-quantized variational autoencoder, untranscribed unknown language, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9398708/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/c338ef671b0948cbb607626237349258

EVALUATING PERFORMANCE OF GENERATIVE MODELS FOR TIME SERIES SYNTHESIS

Authors: Haris, Muhammad Junaid

Subject Terms: GAN, Generative Adversarial Network, VQ-VAE, Vector Quantized Variational AutoEncoder, AutoEncoder, VAE, Time Series, Synthesizing, Data Synthesis, Computer Sciences, Datavetenskap (datalogi)

File Description: application/pdf

Availability: http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-63336

Pythia: An Edge-First Agent for State Prediction in High-Dimensional Environments.

Authors: Karatzas, Andreas Anagnostopoulos, Iraklis

Source: IEEE Embedded Systems Letters; Dec2024, Vol. 16 Issue 4, p473-476, 4p

GraphEPN: A Deep Learning Framework for B-Cell Epitope Prediction Leveraging Graph Neural Networks.

Authors: Wang, Feng Dai, Xiangwei Shen, Liyan et al.

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 4, p2159, 15p

Subject Terms: GRAPH neural networks, DRUG discovery, DEEP learning, TRANSFORMER models, HIGH throughput screening (Drug development)

矢量量化正则变分自编码器做非平行语料语音转换. (Chinese)

Alternate Title: Vector Quantization Regularized Variational Autoencoders for Non-parallel Voice Conversion. (English)

Authors: 王超 俞一彪

Source: Journal of Signal Processing; 2021, Vol. 37 Issue 7, p1339-1345, 7p