Výsledky vyhledávání - Gaussian mixture prior variational autoencoder

Semantic Gaussian Mixture Variational Autoencoder for Sequential Recommendation

Autoři: Li, Beibei Xiang, Tao Jin, Beihong a další

Témata: Computer Science - Information Retrieval, text

URL: http://arxiv.org/abs/2502.16140

Augmenting deviation of faults from the normal using fault assistant Gaussian mixture prior variational autoencoder

Autoři: Yi Shan Lee Junghui Chen

Zdroj: Journal of the Taiwan Institute of Chemical Engineers. 130:103921

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

Přístupová URL adresa: https://www.sciencedirect.com/science/article/pii/S1876107021003436

Enhancing monitoring performance of data sparse nonlinear processes through information sharing among different grades using Gaussian mixture prior variational autoencoders

Autoři: Yi Shan Lee Junghui Chen

Zdroj: Chemometrics and Intelligent Laboratory Systems. 208:104219

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0204 chemical engineering

Přístupová URL adresa: https://www.sciencedirect.com/science/article/pii/S0169743920306547

Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders

Autoři: Arpan Losalka Partha Ghosh Michael J. Black

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 33:541-548

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Cryptography and Security, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, Cryptography and Security (cs.CR), Machine Learning (cs.LG)

Přístupová URL adresa: https://aaai.org/ojs/index.php/AAAI/article/download/3828/3706
http://arxiv.org/abs/1806.00081
https://ojs.aaai.org/index.php/AAAI/article/view/3828
https://dblp.uni-trier.de/db/conf/aaai/aaai2019.html#GhoshLB19
https://wvvw.aaai.org/ojs/index.php/AAAI/article/view/3828
https://www.aaai.org/ojs/index.php/AAAI/article/view/3828
https://ojs.aaai.org/index.php/AAAI/article/download/3828/3706
https://doi.org/10.1609/aaai.v33i01.3301541

Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders

Autoři: Ghosh, Partha Losalka, Arpan Black, Michael J

Témata: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1806.00081

Variational autoencoders with Gaussian mixture prior for recommender systems

Autoři: Boucher Charbonneau, Kristof

Témata: système de recommandation, données implicites, apprentissage machine, apprentissage profond, Auto-encodeur variationnel, mixture de Gaussiennes

Popis souboru: application/pdf

Relation: https://espace.etsmtl.ca/id/eprint/2576/2/BOUCHER_CHARBONNEAU_Kristof.pdf; https://espace.etsmtl.ca/id/eprint/2576/1/BOUCHER_CHARBONNEAU_Kristof-web.pdf; Boucher Charbonneau, Kristof (2020). Variational autoencoders with Gaussian mixture prior for recommender systems. Mémoire de maîtrise électronique, Montréal, École de technologie supérieure.

Dostupnost: https://espace.etsmtl.ca/id/eprint/2576/
https://espace.etsmtl.ca/id/eprint/2576/2/BOUCHER_CHARBONNEAU_Kristof.pdf

Augmenting deviation of faults from the normal using fault assistant Gaussian mixture prior variational autoencoder.

Autoři: Lee, Yi Shan Chen, Junghui

Zdroj: Journal of the Taiwan Institute of Chemical Engineers. Jan2022, Vol. 130, pN.PAG-N.PAG. 1p.

Témata: Feature extraction, Fault diagnosis, Latent variables, Information sharing, Industry 4.0

Amortized Mixture Prior for Variational Sequence Generation

Autoři: Chih-Jung Tsai Jen-Tzung Chien

Zdroj: 2020 International Joint Conference on Neural Networks (IJCNN). :1-6

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://ieeexplore.ieee.org/abstract/document/9206667
https://dblp.uni-trier.de/db/conf/ijcnn/ijcnn2020.html#ChienT20
https://scholar.nycu.edu.tw/zh/publications/amortized-mixture-prior-for-variational-sequence-generation

Multi-mode non-Gaussian variational autoencoder network with missing sources for anomaly detection of complex electromechanical equipment.

Autoři: Luo, Qinyuan Chen, Jinglong Zi, Yanyang a další

Zdroj: ISA Transactions. Mar2023, Vol. 134, p144-158. 15p.

Témata: Anomaly detection (Computer security), Intrusion detection systems (Computer security), Weibull distribution, Gaussian distribution, Latent variables, Feature extraction

A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis.

Autoři: Zhao Z Xu Y Zhang J a další

Zdroj: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2024 Oct; Vol. 178, pp. 106482. Date of Electronic Publication: 2024 Jun 21.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Výrazy ze slovníku MeSH: Algorithms*, Normal Distribution ; Neural Networks, Computer ; Supervised Machine Learning ; Deep Learning

Unsupervised classification of multi-contrast magnetic resonance histology of peripheral arterial disease lesions using a convolutional variational autoencoder with a Gaussian mixture model in latent space: A technical feasibility study.

Autoři: Csore J Roy TL Wright G a další

Zdroj: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2024 Jul; Vol. 115, pp. 102372. Date of Electronic Publication: 2024 Mar 26.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Science Country of Publication: United States NLM ID: 8806104 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0771 (Electronic) Linking ISSN: 08956111 NLM ISO Abbreviation: Comput Med Imaging Graph Subsets: MEDLINE

Výrazy ze slovníku MeSH: Feasibility Studies* , Peripheral Arterial Disease*/diagnostic imaging , Magnetic Resonance Imaging*/methods, Humans ; Normal Distribution ; Algorithms ; Neural Networks, Computer ; Deep Learning

VampPrior VAE with Coded Hierarchical Inputs in Quotient Space.

Autoři: Kaji, Daisuke Watanabe, Kazuho Kobayashi, Masahiro

Zdroj: Procedia Computer Science. 2025, Vol. 264, p55-64. 10p.

Témata: Probabilistic generative models, Data distribution, Gaussian mixture models, Digital images, Data structures

A variational autoencoder for minimally-supervised pulse shape discrimination.

Autoři: Abdulaziz, Abdullah Zhou, Jianxin Fang, Ming a další

Zdroj: Annals of Nuclear Energy. Sep2024, Vol. 204, pN.PAG-N.PAG. 1p.

Témata: *FORM perception, *SUPERVISED learning, *GAUSSIAN mixture models, *SCINTILLATORS

Flow-based parameterization for DAG and feature discovery in scientific multimodal data.

Autoři: Walker, Elise Actor, Jonas A. Martinez, Carianne a další

Zdroj: Frontiers in Mechanical Engineering; 2024, p1-13, 13p

Témata: MACHINE learning, BAYESIAN analysis, SCIENTIFIC discoveries, CONSTRAINTS (Physics), PARAMETERIZATION

Unsupervised meta-learning via spherical latent representations and dual VAE-GAN.

Autoři: Fan, Wentao Huang, Hanyuan Liang, Chen a další

Zdroj: Applied Intelligence; Oct2023, Vol. 53 Issue 19, p22775-22788, 14p

Témata: GAUSSIAN mixture models, GENERATIVE adversarial networks, MACHINE learning, LATENT variables

Comparing factor mixture modeling and conditional Gaussian mixture variational autoencoders for cognitive profile clustering.

Autoři: Orsoni, Matteo Giovagnoli, Sara Garofalo, Sara a další

Zdroj: Frontiers in Psychology; 2025, p1-14, 14p

Témata: MACHINE learning, GAUSSIAN mixture models, COGNITIVE structures, DEEP learning, EDUCATIONAL planning

HGMVAE: hierarchical disentanglement in Gaussian mixture variational autoencoder.

Autoři: Zhou, Jiashuang Liu, Yongqi Du, Xiaoqin

Zdroj: Visual Computer; Oct2024, Vol. 40 Issue 10, p7491-7502, 12p

Témata: ARTIFICIAL neural networks, LATENT variables, COMPLEX variables, GAUSSIAN distribution, COMPUTATIONAL complexity

Variational embedding of protein folding simulations using Gaussian mixture variational autoencoders.

Autoři: Ghorbani, Mahdi Prasad, Samarjeet Klauda, Jeffery B. a další

Zdroj: Journal of Chemical Physics; 11/21/2021, Vol. 115 Issue 19, p1-11, 11p

Témata: MARKOV processes, INDEPENDENT component analysis, PROTEIN folding, MOLECULAR dynamics, METASTABLE states, MIXTURES

Semi-supervised emotion-driven music generation model based on category-dispersed Gaussian Mixture Variational Autoencoders.

Autoři: Ning, Zihao Han, Xiao Pan, Jie

Zdroj: PLoS ONE; 12/30/2024, Vol. 19 Issue 12, p1-23, 23p

Témata: MUSIC & emotions, AUTOENCODERS, EMOTIONS, RHYTHM, MIXTURES, MUSICAL perception

Neutral Gas Phase Distribution from H I Morphology: Phase Separation with Scattering Spectra and Variational Autoencoders.

Autoři: Lei, Minjie Clark, S. E. Morel, Rudy a další

Zdroj: Astrophysical Journal; 2025, Vol. 993 Issue 1, p1-18, 18p

Témata: INTERSTELLAR medium, PHASE separation, HYDROGEN atom, SPECTRAL lines, SPATIAL arrangement, LATENT variables