Search Results - adversarial autoencoder

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

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

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

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

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

File Description: application/pdf

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

Evolutionary Adversarial Autoencoder for Unsupervised Anomaly Detection of Industrial Internet of Things

Authors: Guo-Qiang Zeng Yao-Wei Yang Kang-Di Lu et al.

Source: IEEE Transactions on Reliability. 74:3454-3468

Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm

Authors: Chenyang Li Gary G. Yen Zhenan He

Source: IEEE Transactions on Evolutionary Computation. 29:1112-1126

Covert Water-to-Air Optical Wireless Communication Based on an Adversarial Autoencoder

Authors: Qingqing Hu Nuo Huang Yuwei Chen et al.

Source: IEEE Transactions on Cognitive Communications and Networking. 11:2700-2714

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

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

File Description: application/pdf

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

Reconstruction of Well Logging Based on Adversarial Autoencoders and Transformers

Authors: Fuhao Zhao Weian Huang Zhiqiang Zhao et al.

Source: SPE Journal. 30:5177-5188

Contrastive Learning-based Domain Adaptive Adversarial Autoencoder for Solid-Phase Fraction in Pipe

Authors: Zifan Zhao Shihong Yue Yuwei Zhao

Source: 2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC). :1-6

Adversarial Autoencoder based Model Extraction Attacks for Collaborative DNN Inference at Edge

Authors: Manal Zneit Xiaojie Zhang Motahare Mounesan et al.

Source: NOMS 2025-2025 IEEE Network Operations and Management Symposium. :01-09

Robust Seizure Prediction Based on Riemannian Manifold Enhanced Denoising Adversarial Autoencoder

Authors: Peizhen Peng Yansheng Wu Wanqi Yang et al.

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Continuous Latent Adversarial Autoencoder: A Time-Sensitive Method for Incomplete Time-Series Modeling

Authors: Zhuoqing Chang Shubo Liu Zhaohui Cai et al.

Source: IEEE Internet of Things Journal. 12:8552-8569

Research on Emotion Classification Supported by Multimodal Adversarial Autoencoder

Authors: Jing Yu

Source: Journal of Electronic Research and Application. 9:270-275

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

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

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

File Description: electronic resource

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

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

Popular Content Prediction Through Adversarial Autoencoder Using Anonymised Data

Authors: Deborah Vieira de Alencar Maia Joao P Vilela Marilia Curado

Source: 2025 IEEE Wireless Communications and Networking Conference (WCNC). :1-6

DiffusionAAE: Enhancing hyperspectral image classification with conditional diffusion model and Adversarial Autoencoder

Authors: Zeyu Cao Jinhui Li Xiangrui Xu

Source: Ecological Informatics, Vol 87, Iss , Pp 103118- (2025)

Subject Terms: Land cover classification, Generative model, Feature extraction, Hyperspectral image classification, Conditional diffusion model, Adversarial autoencoder, Information technology, T58.5-58.64, Ecology, QH540-549.5

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S157495412500127X; https://doaj.org/toc/1574-9541

Access URL: https://doaj.org/article/ad41b692c5984e31b024c955e44b6c99

A4RSIC: Attention-Augmented Adversarial Autoencoder for Remote Sensing Image Compression

Authors: Saran Sivarajan Akshara Preethy Byju

Source: 2025 Emerging Technologies for Intelligent Systems (ETIS). :1-6

Using Multi-Scale Convolution Fusion and Memory-Augmented Adversarial Autoencoder to Detect Diverse Anomalies in Multivariate Time Series

Authors: Zefei Ning Hao Miao Zhuolun Jiang et al.

Source: Tsinghua Science and Technology. 30:234-246

L2G-ECG: Learning to Generate Missing Leads in ECG Signals using Adversarial Autoencoder

Authors: Apoorva Srivastava Debdoot Sheet Amit Patra

Source: IEEE Journal of Biomedical and Health Informatics. :1-11

Contrastive Conditional Adversarial Autoencoder With Class-Specific Forces for Imbalanced Open-Set Fault Detection

Authors: Zhonglin Zuo Tao Meng Zheng Li et al.

Source: IEEE Transactions on Automation Science and Engineering. 22:15757-15767