Search Results - Bayesian Supervised Variational Autoencoder*

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

Authors: A. Nemali J. Bernal R. Yakupov et al.

Contributors: A. Nemali J. Bernal R. Yakupov et al.

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

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

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

Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization Approach

Authors: Biswas, Arpan Vasudevan, Rama Ziatdinov, Maxim et al.

Index Terms: Computer Science - Machine Learning, Statistics - Machine Learning, text

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

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

Authors: Grosnit, Antoine Tutunov, Rasul Maraval, Alexandre Max et al.

Index Terms: Computer Science - Machine Learning, text

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

sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics

Authors: Yang, Yi Zhang, Kunpeng Fan, Yangyang

Index Terms: 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
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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.

Authors: Hsu TC Lin C

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

Publication Type: Journal Article

Journal Info: 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.

Authors: Pakzad SS Masoodi AR

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

Publication Type: Journal Article

Journal Info: 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.

Authors: Kostiuk, Yevhen Lukashchuk, Mykola Gelbukh, Alexander et al.

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

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

Bayesian Optimization in Variational Latent Spaces with Dynamic Compression

Authors: Antonova, Rika Rai, Akshara Li, Tianyu et al.

Index Terms: Computer Science - Robotics, Computer Science - Machine Learning, text

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

Counterfactual Generative Modeling with Variational Causal Inference

Authors: Wu, Yulun McConnell, Louie Iriondo, Claudia

Index Terms: 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.

Authors: Nemali, Aditya Moyano, Jose Bernal Yakupov, Renat et al.

Source: 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.

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

Index Terms: 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

Authors: Pu, Yunchen Gan, Zhe Henao, Ricardo et al.

Index Terms: Statistics - Machine Learning, Computer Science - Machine Learning, text

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

Deep Probabilistic Modeling for Causal Inference and Decision Making

Authors: Hubbard, Alan Wu, Yulun

Index Terms: 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

Combining Deep Generative and Discriminative Models for Bayesian Semi-Supervised Learning

Authors: Gordon, Jonathan Hernández-Lobato, José Miguel

Index Terms: Probabilistic models, Semi-supervised learning, Variational autoencoders, Predictive uncertainty, Article

URL: https://www.repository.cam.ac.uk/handle/1810/300301

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

Authors: Chen, Taicai Duan, Yue Li, Dong et al.

Index Terms: 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.

Authors: Visuvanathan GE Sayeed MS Yogarayan S

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

Publication Type: Journal Article

Journal Info: 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

Knowledge-driven deep learning for fast MR imaging: Undersampled MR image reconstruction from supervised to un-supervised learning.

Authors: Wang S Wu R Jia S et al.

Source: Magnetic resonance in medicine [Magn Reson Med] 2024 Aug; Vol. 92 (2), pp. 496-518. Date of Electronic Publication: 2024 Apr 16.

Publication Type: Journal Article; Review

Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

MeSH Terms: Deep Learning* , Magnetic Resonance Imaging*/methods , Image Processing, Computer-Assisted*/methods , Neural Networks, Computer* , Algorithms*, Humans ; Supervised Machine Learning ; Brain/diagnostic imaging

Vector Quantization-Based Regularization for Autoencoders

Authors: Wu, Hanwei Flierl, Markus

Index Terms: Probability Theory and Statistics, Sannolikhetsteori och statistik, Conference paper, info:eu-repo/semantics/conferenceObject, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-299731
AAAI Conference on Artificial Intelligence, 2159-5399 ; 34
Thirty-fourth AAAI conference on artificial intelligence, the thirty-second innovative applications of artificial intelligence conference and the tenth AAAI symposium on educational advances in artificial intelligence, p. 6380-6387