Search Results - adversarial autoencoder networks

A hybrid adversarial autoencoder-graph network model with dynamic fusion for robust scRNA-seq clustering

Authors: Binhua Tang Yingying Feng Xinyu Gao

Source: BMC Genomics, Vol 26, Iss 1, Pp 1-13 (2025)

Subject Terms: ScRNA-seq, Self-supervised clustering, GCN, Adversarial AE, Cross-attention mechanism, Biotechnology, TP248.13-248.65, Genetics, QH426-470

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Relation: https://doaj.org/toc/1471-2164

Access URL: https://doaj.org/article/2a5ea00c188941fbb66094bbf69d63c0

Pixel-Level and Global Similarity-Based Adversarial Autoencoder Network for Hyperspectral Unmixing

Authors: Wei Tao Haiyang Zhang Shan Zeng et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 7064-7082 (2025)

Subject Terms: Hyperspectral image unmixing, similarity, swin transformer, u-shaped network, Wasserstein generative adversarial network (WGAN), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/10887325/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

Access URL: https://doaj.org/article/14e629a71323448c97213b8e7d3d8c78

Simulating clinical features on chest radiographs for medical image exploration and CNN explainability using a style-based generative adversarial autoencoder.

Authors: Hasenstab, Kyle Hahn, Lewis Chao, Nick et al.

Source: Scientific Reports. 14(1)

Subject Terms: Autoencoder, Chest radiographs, Convolutional neural network, Explainable artificial intelligence, Generative adversarial network, Humans, Radiography, Thoracic, Neural Networks, Computer, Male, Female, Natriuretic Peptide, Brain, Middle Aged, Aged, Peptide Fragments, Heart Failure, Image Processing, Computer-Assisted

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Access URL: https://escholarship.org/uc/item/1tq0z60t
https://escholarship.org/content/qt1tq0z60t/qt1tq0z60t.pdf

Anomaly Detection With Memory-Augmented Adversarial Autoencoder Networks for Industry 5.0

Authors: Huan Zhang Neeraj Kumar Sheng Wu et al.

Source: IEEE Transactions on Consumer Electronics. 70:1952-1962

Unsupervised Multivariate Time Series Data Anomaly Detection in Industrial IoT: A Confidence Adversarial Autoencoder Network

Authors: Jiahao Shan Donghong Cai Fang Fang et al.

Source: IEEE Open Journal of the Communications Society, Vol 5, Pp 7752-7766 (2024)

Subject Terms: Multivariate time series (MTS), anomaly detection, adversarial training, unsupervised learning, autoencoder, Telecommunication, TK5101-6720, Transportation and communications, HE1-9990

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Relation: https://ieeexplore.ieee.org/document/10778252/; https://doaj.org/toc/2644-125X

Access URL: https://doaj.org/article/ba9222edf0de4d18a9ad7c8325cdcf77

Multi-Head Graph Attention Adversarial Autoencoder Network for Unsupervised Change Detection Using Heterogeneous Remote Sensing Images

Authors: Meng Jia Xiangyu Lou Zhiqiang Zhao et al.

Source: Remote Sensing, Vol 17, Iss 15, p 2581 (2025)

Subject Terms: domain transformation, graph attention, unsupervised change detection, heterogeneous remote sensing images, Science

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Relation: https://www.mdpi.com/2072-4292/17/15/2581; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/5d6346e4e4d74ddd915c46582f00dc79

A Probabilistic Adversarial Autoencoder for Novelty Detection: Leveraging Lightweight Design and Reconstruction Loss

Authors: Muhammad Asad Ihsan Ullah Muhammad Adeel Hafeez et al.

Source: IEEE Access, Vol 13, Pp 98530-98541 (2025)

Subject Terms: Anomaly detection, adversarial autoencoders, reconstruction loss, latent space, probability distribution, generative adversarial networks (GANs), Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/11025478/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/640fe831f6f5414da5d831a38bb6ccfb

Driveshield: Unmasking stealthy attacks on CAN bus via adversarial spatiotemporal feature learning

Authors: Haoyang Jia Xiaobing Xiong Haibin Luo et al.

Source: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 9, Pp 1-24 (2025)

Subject Terms: Controller Area Network (CAN), Intrusion Detection System (IDS), Adversarial Autoencoder, Stealthy Attack Detection, Spatiotemporal Feature Fusion, Electronic computers. Computer science, QA75.5-76.95

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Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Access URL: https://doaj.org/article/99aef959453541a8b52066f5915eb635

Perceptual Loss-Constrained Adversarial Autoencoder Networks for Hyperspectral Unmixing

Authors: Min Zhao Mou Wang Jie Chen et al.

Source: IEEE Geoscience and Remote Sensing Letters. 19:1-5

Subject Terms: 0211 other engineering and technologies, 0207 environmental engineering, 02 engineering and technology

DBN-BAAE: Enhanced Lightweight Anomaly Detection Mechanism with Boosting Adversarial Autoencoder

Authors: Yanru Chen Bei Wu Wang Zhong et al.

Source: Sensors, Vol 25, Iss 10, p 3249 (2025)

Subject Terms: industrial control systems, anomaly detection, deep belief network, boosting adversarial autoencoder, dynamic threshold, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/25/10/3249; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/19daf4992a324d7b9031944823d468f2

Retrospective respiratory motion correction in cardiac cine MRI reconstruction using adversarial autoencoder and unsupervised learning

Authors: Ghodrati, Vahid Bydder, Mark Ali, Fadil et al.

Source: NMR in Biomedicine. 34(2)

Subject Terms: Biomedical and Clinical Sciences, Clinical Sciences, Biomedical Imaging, Clinical Research, Artifacts, Breath Holding, Computer Simulation, Heart, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Cine, Motion, Neural Networks, Computer, Respiration, Statistics, Nonparametric, Unsupervised Machine Learning, adversarial autoencoder, cardiovascular magnetic resonance, deep learning, magnetic resonance imaging, respiratory motion correction, adversarial autoencoder, cardiovascular magnetic resonance, deep learning, magnetic resonance imaging, respiratory motion correction, Medicinal and Biomolecular Chemistry, Biomedical Engineering, Nuclear Medicine & Medical Imaging, Clinical sciences, Biomedical engineering

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Access URL: https://escholarship.org/uc/item/8k99s5qj
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A de novo molecular generation method using latent vector based generative adversarial network

Authors: Shevtsov, Oleksii Johansson, Simon Kotsias, Panagiotis Christos et al.

Source: Journal of Cheminformatics. 11(1)

Subject Terms: Deep learning, Autoencoder networks, Generative adversarial networks, Molecular design

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Access URL: https://research.chalmers.se/publication/514283
https://research.chalmers.se/publication/514283/file/514283_Fulltext.pdf

Limited-View Cone-Beam CT Reconstruction Based on an Adversarial Autoencoder Network With Joint Loss

Authors: Xiubin Dai Jianan Bai Tianliang Liu et al.

Source: IEEE Access, Vol 7, Pp 7104-7116 (2019)

Subject Terms: Limited-view CBCT reconstruction, adversarial autoencoder network, reduction of radiation doses, prediction of missing CBCT projections, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/8594552/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/132c9fbbd4324409a9f02aa88a861f83

Design of a Novel Explainable Adversarial Autoencoder Model for the Electromagnetic Analysis of Functional Materials Based on Physics-Informed Learning

Authors: Naina Narang Greeshma Lingam

Source: IEEE Access, Vol 12, Pp 166044-166057 (2024)

Subject Terms: Dielectric measurements, electromagnetic materials, generative adversarial networks, physics-informed learning, reflection loss, Riccati, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/10750167/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/4f59075188eb4cfbb4c8b4324e600dd1

Circular RNA-Drug Association Prediction Based on Multi-Scale Convolutional Neural Networks and Adversarial Autoencoders.

Authors: Wang, Yao Lei, Xiujuan Chen, Yuli et al.

Source: International Journal of Molecular Sciences; Feb2025, Vol. 26 Issue 4, p1509, 20p

Subject Terms: ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, AUTOENCODERS, CIRCULAR RNA, DRUG target

Spectral-spatial adversarial network for nonlinear hyperspectral unmixing of imbalanced datasets

Authors: Xu Yang Jianguo Chen Zihao Chen

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 123, Iss , Pp 103478- (2023)

Subject Terms: Nonlinear hyperspectral unmixing, Imbalanced datasets, Spectral-spatial adversarial autoencoder network (SSAAE), Generalized bilinear model (GBM), Multivariate Gaussian distribution, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S1569843223003023; https://doaj.org/toc/1569-8432

Access URL: https://doaj.org/article/bd54dcf2414c48328fdcc63b008ab65e

Cross-age Face Synthesis Based on Conditional Adversarial Autoencoder

Authors: CHENG Zhikang, SUN Rui, SUN Qijing, ZHANG Xudong

Source: Jisuanji gongcheng, Vol 48, Iss 6, Pp 304-313 (2022)

Subject Terms: cross-age face synthesis, conditional adversarial autoencoder(caae), channel attention module, spatial attention module, multi-scale feature loss network, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

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Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20220638.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/f0d2f38116d34279a70ee5146da879ef

Exploring distribution learning of synthetic data generators

Authors: Garg, Sonakshi Torra, Vicenç

Source: Computer Security. ESORICS 2024 International Workshops Lecture Notes in Computer Science. :65-76

Subject Terms: Manifold Learning, Privacy, Synthetic Data Generators, Generative Adversarial Networks, Variational Autoencoder

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Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-238534

Multi-modal graph convolutional network for vessel trajectory prediction based on cooperative intention enhance using conditional variational autoencoder

Authors: Jiang, Junhao Zuo, Yi Li, Zhiyuan

Source: Reliability Engineering and System Safety. 267

Subject Terms: Graph convolutional network, Trajectory prediction, Cooperative intention constructor, Intelligent situational awareness systems, Conditional variational autoencoder, Multi-modal interaction extractor

Access URL: https://research.chalmers.se/publication/549377

Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks

Authors: Schreyer, Marco Sattarov, Timur Schulze, Christian et al.

Subject Terms: FOS: Computer and information sciences, FOS: Economics and business, Computer Science - Machine Learning, deep learning, accounting, artificial intelligence, machine learning, Statistical Finance (q-fin.ST), Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Quantitative Finance - Statistical Finance, computer science, Machine Learning (stat.ML), 02 engineering and technology, Machine Learning (cs.LG)

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Access URL: http://arxiv.org/abs/1908.00734
http://www.alexandria.unisg.ch/257633/