Výsledky vyhledávání - Bayesian Supervised Variational Autoencoder~

SMAS: Structural MRI-based AD Score using Bayesian supervised VAE

Autoři: A. Nemali J. Bernal R. Yakupov a další

Přispěvatelé: A. Nemali J. Bernal R. Yakupov a další

Zdroj: Computers in biology and medicine 196(Pt C), 110829 (2025). doi:10.1016/j.compbiomed.2025.110829

Témata: ddc:570, Bayesian Supervised Variational Autoencoder, Bayesian inference, Cognitive decline, Brain morphology indices, Alzheimer's disease

Přístupová URL adresa: https://resolver.sub.uni-goettingen.de/purl?gro-2/151078
https://repository.publisso.de/resource/frl:6526222

sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics

Autoři: Yang, Yi Zhang, Kunpeng Fan, Yangyang

Témata: Supervised topic modeling, Bayesian variational inference, Deep learning, Text analysis, Article

URL: http://repository.hkust.edu.hk/ir/Record/1783.1-119014
https://doi.org/10.1287/isre.2022.1124
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=1047-7047&rft.volume=&rft.issue=&rft.date=2022&rft.spage=&rft.aulast=Yang&rft.aufirst=Yi&rft.atitle=sDTM%3A+A+Supervised+Bayesian+Deep+Topic+Model+for+Text+Analytics&rft.title=INFORMATION+SYSTEMS+RESEARCH
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000774627100001
http://www.scopus.com/record/display.url?eid=2-s2.0-85154577218&origin=inward

Learning from small medical data-robust semi-supervised cancer prognosis classifier with Bayesian variational autoencoder.

Autoři: Hsu TC Lin C

Zdroj: Bioinformatics advances [Bioinform Adv] 2023 Jan 09; Vol. 3 (1), pp. vbac100. Date of Electronic Publication: 2023 Jan 09 (Print Publication: 2023).

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9918282081306676 Publication Model: eCollection Cited Medium: Internet ISSN: 2635-0041 (Electronic) Linking ISSN: 26350041 NLM ISO Abbreviation: Bioinform Adv Subsets: PubMed not MEDLINE

Early damage detection in bridges using a variational autoencoder-based hybrid unsupervised learning framework.

Autoři: Pakzad SS Masoodi AR

Zdroj: Scientific reports [Sci Rep] 2025 Dec 04. Date of Electronic Publication: 2025 Dec 04.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling.

Autoři: Kostiuk, Yevhen Lukashchuk, Mykola Gelbukh, Alexander a další

Zdroj: Journal of Intelligent & Fuzzy Systems. 2022, Vol. 42 Issue 5, p4541-4549. 9p.

Témata: *NATURAL language processing, *GAUSSIAN distribution, CENTRAL limit theorem, LATENT variables, CONTINUOUS distributions

Bayesian Optimization in Variational Latent Spaces with Dynamic Compression

Autoři: Antonova, Rika Rai, Akshara Li, Tianyu a další

Témata: Computer Science - Robotics, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/1907.04796

Counterfactual Generative Modeling with Variational Causal Inference

Autoři: Wu, Yulun McConnell, Louie Iriondo, Claudia

Témata: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Mathematics - Statistics Theory, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2410.12730

Structural MRI‐Based AD Score using Bayesian VAEs.

Autoři: Nemali, Aditya Moyano, Jose Bernal Yakupov, Renat a další

Zdroj: Alzheimer's & Dementia: The Journal of the Alzheimer's Association. Dec2024 Supplement 8, Vol. 20 Issue S8, p1-4. 4p.

Learning Community Structure with Variational Autoencoder.

Autoři: Choong, Jun Jin Liu, Xin MURATA, Tsuyoshi

Témata: community detection, variational autoencoder, generative model, Conference Paper., NA.

URL: http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100795246
https://doi.org/10.1109/ICDM.2018.00022

Semi-supervised variational autoencoder for indoor localization

Variational Autoencoder for Deep Learning of Images, Labels and Captions

Autoři: Pu, Yunchen Gan, Zhe Henao, Ricardo a další

Témata: Statistics - Machine Learning, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/1609.08976

Deep Probabilistic Modeling for Causal Inference and Decision Making

Autoři: Hubbard, Alan Wu, Yulun

Témata: Biostatistics, Computer engineering, Computer science, Causal Inference, Counterfactual Inference, Decision Making, Deep Probabilistic Modeling, Graph Neural Network, Reinforcement Learning, publication

URL: https://escholarship.org/uc/item/1xw886b3
https://escholarship.org/content/qt1xw886b3/qt1xw886b3.pdf

Semi-Supervised Variational Autoencoder for Indoor Localization

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance

Autoři: Chen, Taicai Duan, Yue Li, Dong a další

Témata: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2312.16983

BHFVAL: block chain-enabled hierarchical federated variational auto encoder framework for secure intrusion detection in vehicular networks.

Autoři: Visuvanathan GE Sayeed MS Yogarayan S

Zdroj: Scientific reports [Sci Rep] 2025 Dec 01. Date of Electronic Publication: 2025 Dec 01.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Deep generative models for natural language processing

Autoři: Miao, Yishu Blunsom, Phil

Přispěvatelé: Miao, Yishu Blunsom, Phil

Témata: 006.3, Dialogue System, Neural Variational Inference, Natural Language Processing, Deep Generative Models, Variational Autoencoder, Topic Model, Summarisation, Deep Learning

Přístupová URL adresa: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.748900

SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication

Autoři: Hoang, Nguyen Le Taniguchi, Tadahiro Tianwei, Fang a další

Témata: Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2410.21803

Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization Approach

Autoři: Biswas, Arpan Vasudevan, Rama Ziatdinov, Maxim a další

Témata: Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2207.00128

Context-Aware Learning for Generative Models.

Autoři: Perdikis, Serafeim Leeb, Robert Chavarriaga, Ricardo a další

Zdroj: IEEE Transactions on Neural Networks & Learning Systems. Aug2021, Vol. 32 Issue 8, p3471-3483. 13p.

Témata: *ARTIFICIAL neural networks, *ALGORITHMS, *WORKING class, DEEP learning, SUPERVISED learning, GAUSSIAN mixture models, MACHINE learning

High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning

Autoři: Grosnit, Antoine Tutunov, Rasul Maraval, Alexandre Max a další

Témata: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2106.03609