Search Results - "((\"Autoencoder application\") OR (\"Autoencoder applications\"))"

Application of the variational autoencoder to detect the critical points of the anisotropic Ising model

Authors: Baul, Anshumitra Walker, Nicholas Moreno, Juana et al.

Source: Physical Review E. 107(4)

Subject Terms: Mathematical Physics, Quantum Physics, Mathematical Sciences, Physical Sciences, Engineering, Mathematical sciences, Physical sciences

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/3m87n5w3
https://escholarship.org/content/qt3m87n5w3/qt3m87n5w3.pdf

The Application of Autoencoder In IMU Data Process

Authors: Zihao Zhao

Source: 2024 3rd International Conference on Innovations and Development of Information Technologies and Robotics (IDITR). :173-177

Prediction of hysteretic matric potential dynamics using artificial intelligence: application of autoencoder neural networks

Authors: N. Aqel L. Reusser S. Margreth et al.

Source: eISSN
Geoscientific Model Development, Vol 17, Pp 6949-6966 (2024)
Geoscientific Model Development, 17 (18)
Geoscientific Model Development

Subject Terms: 2. Zero hunger, QE1-996.5, Geology, 15. Life on land

File Description: application/pdf; application/application/pdf

Access URL: https://gmd.copernicus.org/articles/17/6949/2024/
https://egusphere.copernicus.org/preprints/2024/egusphere-2024-407/
https://doaj.org/article/97876182f77c4f338513209b2a4d7def
http://hdl.handle.net/20.500.11850/695388

Bayesian autoencoders for anomaly detection : design, uncertainty quantification, and explainability with industrial applications

Authors: Yong, Bang Xiang Brintrup, Alexandra

Contributors: Yong, Bang Xiang Brintrup, Alexandra

Subject Terms: anomaly detection, bayesian autoencoder, explainable ai, uncertainty quantification, unsupervised neural networks

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.871684

Application of Autoencoder in dimension Reduction of Dummy Response

Authors: Zhiping Hou Haitao Zhu Cancan Liu et al.

Source: 2023 2nd International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE). :377-381

Application of Autoencoder Models to Replace Band-pass Filters in Image Vibrometry Utilizing Phase-based Motion Magnification

Authors: Jae Young An Soo Il Lee

Source: Transactions of the Korean Society for Noise and Vibration Engineering. 33:556-564

Application of Autoencoder Interpolation to Enhance the Accuracy of Single-Cell Transcriptomic Analysis in Early Porcine Embryos

Authors: Zehang HUANG Zhiqiang DU

Source: Guangdong nongye kexue, Vol 51, Iss 1, Pp 97-107 (2024)

Subject Terms: porcine, early embryo, single-cell transcriptome, in-dept learning, autoencoder, Agriculture

File Description: electronic resource

Relation: http://gdnykx.cnjournals.org/gdnykx/ch/reader/view_abstract.aspx?file_no=202401010; https://doaj.org/toc/1004-874X

Access URL: https://doaj.org/article/763bae0460da4007b1302b0c40c4048d

Autoencoders for Physical-Layer Communications: Approaches and Applications

Authors: Song, Jinxiang, 1995

Source: Frigöra full fiberoptisk kapacitet.

Subject Terms: machine learning, equalization., hardware impairments, digital signal processing, neural networks, physical-layer communications, autoencoders

File Description: electronic

Access URL: https://research.chalmers.se/publication/539104
https://research.chalmers.se/publication/539104/file/539104_Fulltext.pdf

Application of Autoencoder for Control Valve Predictive Analytics

Authors: Michael Nosa-Omoruyi Mohd Amaluddin Yusoff

Source: Lecture Notes in Mechanical Engineering ISBN: 9783031396182

Semi-supervised learning for predictive modeling in industrial applications

Authors: Cacciarelli, Davide Kulahci, Murat

Source: Quality Engineering. 37(3):339-346

Subject Terms: autoencoders, label spreading, supervised learning, unlabeled data, unsupervised learning, Kvalitetsteknik och logistik, Quality Technology and Logistics

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-111278

An overview and empirical comparison of natural language processing (NLP) models and an introduction to and empirical application of autoencoder models in marketing

Authors: Venkatesh Shankar Sohil Parsana

Source: Journal of the Academy of Marketing Science. 50:1324-1350

Subject Terms: 0502 economics and business, 05 social sciences

Application of autoencoder in craniofacial reconstruction of forensic medicine

Authors: Shuo Wang Junli Zhao Zhenkuan Pan et al.

Source: Medical Information Processing and Security: Techniques and applications ISBN: 9781839535253

Black-Box Variational Inference: Mixture Models, Efficient Learning, and Applications

Authors: Hotti, Alexandra Lagergren, Jens, Professor Filippone, Maurizio, Associate Professor

Contributors: Hotti, Alexandra Lagergren, Jens, Professor Filippone, Maurizio, Associate Professor

Source: TRITA-EECS-AVL.

Subject Terms: Variational Inference, Mixture Models, Variational Autoencoders, Black-Box Variational Inference, Bayesian Inference, Web Automation, Graph Neural Networks, Large Language Models, Adaptive Importance Sampling, ELBO, Gradient Variance Bounds, Datalogi, Computer Science

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-363692
https://kth.diva-portal.org/smash/get/diva2:1959548/FULLTEXT01.pdf

Extensions and applications of item response theory
Vidareutveckling och tillämpningar av item response theory

Authors: Wallmark, Joakim Wiberg, Marie, Professor Josefsson, Maria, Docent et al.

Contributors: Wallmark, Joakim Wiberg, Marie, Professor Josefsson, Maria, Docent et al.

Source: Statistical studies.

Subject Terms: Machine learning, Autoencoders, Item response theory, psychometrics, Test equating, Statistical software, Educational assessment, Latent variable modelling, Statistics, statistik

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-233351
https://umu.diva-portal.org/smash/get/diva2:1923843/FULLTEXT01.pdf

IMAGE COMPONENT GENERATION BASED ON APPLICATION OF ITERATIVE LEARNING ON AUTOENCODER MODEL AND TRANSFORMER MODEL

Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems

Authors: Li, Linlin Ding, Steven X. Liang, Ketian et al.

Index Terms: Electrical Engineering and Systems Science - Systems and Control, text

URL: http://arxiv.org/abs/2208.01291

Application of Autoencoder for Yield Curve Data

Authors: Soo-Hyun Kim

Source: The Korean Data Analysis Society. 20:275-283

Access URL: https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002320433

Three-dimensional convolutional autoencoder extracts features of structural brain images with a "diagnostic label-free" approach : application to schizophrenia datasets

Authors: 山口, 博行 Yamaguchi, Hiroyuki

File Description: application/pdf

Access URL: https://ndlsearch.ndl.go.jp/books/R100000039-I12233268

Degree: 博士(医学) -- 横浜市立大学

Document Image Enhancement and Recognition in Low Resource Scenarios: Application to Ciphers and Handwritten Text

Authors: Souibgui, Mohamed Ali

Thesis Advisors: Fornés Bisquerra, Alicia, Yousri, Kassentini, Lladós, Josep

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Anàlisi de documents històrics, Análisis de documentos históricos, Historical document analysis, Millora d’imatges, Mejora de imágenes, Document image enhancement, Reconeixement de text manuscrit, Reconocimiento de texto manuscrito, Handwritten text recognition, Ciències Socials

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/688317

Relaxed Wasserstein, Generative Adversarial Networks, Variational Autoencoders and their applications

Authors: Yang, Nan

Subject Terms: Operations research, Autoencoder, GAN, Optimization

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/5v77z2d3
https://escholarship.org/content/qt5v77z2d3/qt5v77z2d3.pdf