Search Results - bayesian autoencoder

Bayesian Autoencoder for Medical Anomaly Detection: Uncertainty-Aware Approach for Brain MRI Analysis

Authors: Dip Roy

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

Identifying Anomalous Behavior in Aircraft Landing Trajectory Using a Bayesian Autoencoder

Authors: Yingxiao Kong Sankaran Mahadevan

Source: Journal of Aerospace Information Systems. 21:19-27

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences

Bayesian Autoencoder for Medical Anomaly Detection: Uncertainty-Aware Approach for Brain 2 MRI Analysis

Authors: Roy, Dip

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2504.15562

Spatiotemporal multi-feature fusion vehicle trajectory anomaly detection for intelligent transportation: An improved method combining autoencoders and dynamic Bayesian networks.

Authors: Qiu M Mao S Zhu J et al.

Source: Accident; analysis and prevention [Accid Anal Prev] 2025 Mar; Vol. 211, pp. 107911. Date of Electronic Publication: 2025 Jan 03.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: England NLM ID: 1254476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2057 (Electronic) Linking ISSN: 00014575 NLM ISO Abbreviation: Accid Anal Prev Subsets: MEDLINE

MeSH Terms: Autonomous Vehicles* , Autoencoder* , Accidents, Traffic*/prevention & control, Bayes Theorem ; Time Factors ; Models, Statistical ; China

Revisiting Bayesian Autoencoders With MCMC

Authors: Rohitash Chandra Mahir Jain Manavendra Maharana et al.

Source: IEEE Access, Vol 10, Pp 40482-40495 (2022)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, MCMC, Computer Science - Artificial Intelligence, deep learning, 02 engineering and technology, Langevin dynamics, Statistics - Applications, 01 natural sciences, parallel tempering, TK1-9971, Machine Learning (cs.LG), Bayesian deep learning, Artificial Intelligence (cs.AI), autoencoders, 0202 electrical engineering, electronic engineering, information engineering, Applications (stat.AP), Electrical engineering. Electronics. Nuclear engineering, 0101 mathematics

Access URL: http://arxiv.org/abs/2104.05915
https://doaj.org/article/d4d1d86a01f14f34bc658af53bca7e87

Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes.

Authors: Tran, Ba-Hien Shahbaba, Babak Mandt, Stephan et al.

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/47m3r5v9
https://escholarship.org/content/qt47m3r5v9/qt47m3r5v9.pdf

Bayesian Autoencoders for Drift Detection in Industrial Environments

Authors: Yong, BX Fathy, Y Brintrup, A et al.

Contributors: Yong, BX Fathy, Y Brintrup, A et al.

Source: 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT. :627-631

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, deep learning, 02 engineering and technology, uncertainty, sensors, Bayesian autoencoder, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/pdf/2107.13249
http://arxiv.org/abs/2107.13249
http://dblp.uni-trier.de/db/conf/metroi/metroi2020.html#YongFB20
https://ieeexplore.ieee.org/document/9138306/
https://arxiv.org/abs/2107.13249
https://dblp.uni-trier.de/db/journals/corr/corr2107.html#abs-2107-13249
https://arxiv.org/abs/2107.13249v1
http://export.arxiv.org/pdf/2107.13249
https://arxiv.org/pdf/2107.13249
http://ui.adsabs.harvard.edu/abs/2021arXiv210713249Y/abstract

Variational Bayesian Autoencoder for Channel Compression and Feedback in Massive MIMO Systems

Authors: Xuanyu Zheng Yuanyuan Bi Huayan Guo et al.

Source: ICC 2023 - IEEE International Conference on Communications. :6349-6354

Two-step hybrid collaborative filtering using deep variational Bayesian autoencoders

Authors: Yogesh Kumar Meena Ravi Nahta Dinesh Gopalani et al.

Source: Information Sciences. 562:136-154

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/isci/isci562.html#NahtaMGC21
https://www.sciencedirect.com/science/article/pii/S0020025521001249
https://doi.org/10.1016/j.ins.2021.01.083

BAYESIAN UPDATING BY VARIATIONAL AUTOENCODER FOR SEISMIC RESPONSE ANALYSIS MODEL / 変分オートエンコーダによるベイズ更新を用いた非線形地震応答解析モデルの更新手法の提案

Authors: Sangwon LEE Takenori HIDA Taro YAOYAMA et al.

Source: 日本建築学会構造系論文集 / Journal of Structural and Construction Engineering (Transactions of AIJ). 2023, 88(812):1406

Bayesian Variational Autoencoders for Out-of-Distribution Detection in Physiological Modeling: A Case Study in Fluid Therapy.

Authors: Estiri E Mirinejad H

Source: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2024 Jul; Vol. 2024, pp. 1-4.

Publication Type: Journal Article

Journal Info: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

MeSH Terms: Fluid Therapy*/methods , Models, Biological*, Bayes Theorem ; Humans ; Neural Networks, Computer ; Computer Simulation ; Uncertainty ; Hemorrhage/diagnosis ; Autoencoder

Explaining Probabilistic Bayesian Neural Networks for Cybersecurity Intrusion Detection

Authors: Tengfei Yang Yuansong Qiao Brian Lee

Source: IEEE Access, Vol 12, Pp 97004-97016 (2024)
IEEE Access

Subject Terms: Bayesian explanation, uncertainty quantification, explainability, aleatoric and epistemic uncertainties, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences, Bayesian autoencoder, TK1-9971

Access URL: https://doaj.org/article/68d19046fec441b2af9adfeb613824ca

Variational Bayesian Autoencoder for Channel Compression and Feedback in Massive MIMO Systems

Authors: Zheng, Xuanyu Bi, Yuanyuan Guo, Huayan et al.

Index Terms: CSI compression, Conference paper

URL: http://repository.hkust.edu.hk/ir/Record/1783.1-126887
https://doi.org/10.1109/ICC45041.2023.10278811
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=1550-3607&rft.volume=2023-May&rft.issue=&rft.date=2023&rft.spage=6349&rft.aulast=Zheng&rft.aufirst=Xuanyu&rft.atitle=Variational+Bayesian+Autoencoder+for+Channel+Compression+and+Feedback+in+Massive+MIMO+Systems&rft.title=IEEE+International+Conference+on+Communications
http://www.scopus.com/record/display.url?eid=2-s2.0-85178308003&origin=inward
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001094862606078

Bayesian estimation of muscle mechanisms and therapeutic targets using variational autoencoders.

Authors: Tune T Kooiker KB Davis J et al.

Source: Biophysical journal [Biophys J] 2025 Jan 07; Vol. 124 (1), pp. 179-191. Date of Electronic Publication: 2024 Nov 26.

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 0370626 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1542-0086 (Electronic) Linking ISSN: 00063495 NLM ISO Abbreviation: Biophys J Subsets: MEDLINE

MeSH Terms: Bayes Theorem*, Animals ; Mice ; Sarcomeres/metabolism ; Models, Biological ; Troponin C/metabolism ; Troponin C/genetics ; Cardiomyopathies/drug therapy ; Cardiomyopathies/metabolism ; Mutation

Coalitional Bayesian autoencoders: Towards explainable unsupervised deep learning with applications to condition monitoring under covariate shift

Authors: Yong, BX Brintrup, A

Index Terms: Explainable deep learning, Bayesian autoencoders, Condition monitoring, Industry 4, 0, Internet of Things, Article

URL: https://www.repository.cam.ac.uk/handle/1810/336630

Bayesian Autoencoders for Drift Detection in Industrial Environments

Authors: Yong, BX Fathy, Y Brintrup, A

Index Terms: uncertainty, Bayesian autoencoder, deep learning, sensors, Conference Object

URL: https://www.repository.cam.ac.uk/handle/1810/326149

Bayesian Estimation of Muscle Mechanisms and Therapeutic Targets Using Variational Autoencoders.

Authors: Tune T Kooiker KB Davis J et al.

Source: BioRxiv : the preprint server for biology [bioRxiv] 2024 Nov 13. Date of Electronic Publication: 2024 Nov 13.

Publication Type: Journal Article; Preprint

Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE

Discovery of Vascular Endothelial Growth Factor Receptor 2 Inhibitors Employing Junction Tree Variational Autoencoder with Bayesian Optimization and Gradient Ascent.

Authors: Truong GB Pham TA To VT et al.

Source: ACS omega [ACS Omega] 2024 Nov 12; Vol. 9 (47), pp. 47180-47193. Date of Electronic Publication: 2024 Nov 12 (Print Publication: 2024).

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101691658 Publication Model: eCollection Cited Medium: Internet ISSN: 2470-1343 (Electronic) Linking ISSN: 24701343 NLM ISO Abbreviation: ACS Omega Subsets: PubMed not MEDLINE

Bayesian Autoencoders for Drift Detection in Industrial Environments

Authors: Yong, Bang Xiang Fathy, Yasmin Brintrup, Alexandra

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2107.13249