Works about GENERATIVE adversarial networks

Results: 5000

Motion Control of Mobile Robots in Snowy Environments Using Semantic Segmentation —Temporally Consistent GAN-Based Image-to-Image Translation from Winter to Summer—.

Published in:

International Journal of Automation Technology, 2025, v. 19, n. 4, p. 575, doi. 10.20965/ijat.2025.p0575

By:

Takagi, Yugo;
Li, Fangzheng;
Miura, Reo;
Ji, Yonghoon

Publication type:

Article

Knowledge-inspired fusion strategies for the inference of PM<sub>2.5</sub> values with a neural network.

Published in:

Geoscientific Model Development, 2025, v. 18, n. 12, p. 3707, doi. 10.5194/gmd-18-3707-2025

By:

Dabrowski, Matthieu;
Mennesson, José;
Riedi, Jérôme;
Djeraba, Chaabane;
Nabat, Pierre

Publication type:

Article

Rolling Bearing Fault Detection Based on Self-Adaptive Wasserstein Dual Generative Adversarial Networks and Feature Fusion under Small Sample Conditions.

Published in:

Structural Durability & Health Monitoring (SDHM), 2025, v. 19, n. 4, p. 1011, doi. 10.32604/sdhm.2025.060596

By:

Ma, Qiang;
Wei, Zhuopei;
Yang, Kai;
Tian, Long;
Li, Zepeng

Publication type:

Article

Improving Object Detection Performance in Built Areas from Drone Imagery Using Deep-learning-based Super-resolution Techniques.

Published in:

Sensors & Materials, 2025, v. 37, n. 6, Part 4, p. 2663, doi. 10.18494/SAM5648

By:

Phillip Kim;
Junhee Youn

Publication type:

Article

Multicase structural damage classification based on semisupervised generative adversarial network.

Published in:

Structural Health Monitoring, 2025, v. 24, n. 4, p. 2475, doi. 10.1177/14759217241258785

By:

Zhang, Feng-Liang;
Li, Xiao;
Kim, Chul-Woo;
Mu, He-Qing

Publication type:

Article

Deep learning-based organ-at-risk segmentation, registration and dosimetry on cone beam computed tomography images in radiation therapy: A comprehensive review.

Published in:

Journal of Cancer Research & Therapeutics, 2025, v. 21, n. 3, p. 523, doi. 10.4103/jcrt.jcrt_2006_24

By:

Fakhar, Ezatsadat;
Janat Esfahani, Azam;
Saeedzadeh, Elham;
Banaee, Nooshin

Publication type:

Article

Growth prediction of tomato seedlings based on causal LSTM and GAN.

Published in:

International Journal of Agricultural & Biological Engineering, 2025, v. 18, n. 3, p. 51, doi. 10.25165/j.ijabe.20251803.8757

By:

Hongduo Zhang;
Yutaka Kaizu;
Kenichi Furuhashi;
Heming Hu;
Kenji Imou

Publication type:

Article

FAULT DETECTION OF ROTATING MACHINERY IN THE PETROCHEMICAL INDUSTRY USING A DEEP LEARNING BASED APPROACH: TABNET – WGAN.

Published in:

Eastern-European Journal of Enterprise Technologies, 2025, v. 135, n. 1, p. 90, doi. 10.15587/1729-4061.2025.332597

By:

Anshori, Muhammad Ikhsan;
Dhini, Arian

Publication type:

Article

Positive–negative prototypes fusion framework for open set recognition.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09625-4

By:

Zhong, Xincheng;
Cui, Junbiao

Publication type:

Article

A novel method in COPD diagnosing using respiratory signal generation based on CycleGAN and machine learning.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 9, p. 1538, doi. 10.1080/10255842.2024.2329938

By:

Le Trung, Kien;
Nguyen Anh, Phuong;
Han, Trong-Thanh

Publication type:

Article

Advancing 1.5T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques.

Published in:

Frontiers in Human Neuroscience, 2025, p. 1, doi. 10.3389/fnhum.2025.1532395

By:

Jannat, Sk Rahatul;
Lynch, Kirsten;
Fotouhi, Maryam;
Cen, Steve;
Choupan, Jeiran;
Sheikh-Bahaei, Nasim;
Pandey, Gaurav;
Varghese, Bino A.

Publication type:

Article

应用深度学习网络的变电站二次测量回路误差评估.

Published in:

Electric Power, 2025, v. 58, n. 6, p. 206, doi. 10.11930/j.issn.1004-9649.202406003

By:

吴江雄;
刘千宽;
阳国燕;
蒋连钿

Publication type:

Article

Risk Level Identification of Train Dispatch Safety Based on CGAN-KPCA-BO-LSSVM.

Published in:

IAENG International Journal of Applied Mathematics, 2025, v. 55, n. 7, p. 2233

By:

Hao Peng;
Xuelei Meng;
Siyu Cao;
Doudou Wang;
Tianshu Qi

Publication type:

Article

1D-GAN for improving offline handwritten signature verification based on small sets of real samples.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24541, doi. 10.1007/s11042-024-20517-z

By:

Arab, Naouel;
Nemmour, Hassiba;
Bouibed, Mohamed Lamine;
Chibani, Youcef

Publication type:

Article

HyperplaneGAN: a unified consistent translation framework for facial attribute editing.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24229, doi. 10.1007/s11042-024-20062-9

By:

Li, Defang;
Deng, Huiqi;
Qin, Peng;
Chen, Weifu;
Feng, Guocan

Publication type:

Article

Generative artificial intelligence: a systematic review and applications.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 23661, doi. 10.1007/s11042-024-20016-1

By:

Sengar, Sandeep Singh;
Hasan, Affan Bin;
Kumar, Sanjay;
Carroll, Fiona

Publication type:

Article

Effectiveness of generative adversarial networks in denoising medical imaging (CT/MRI images).

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 21891, doi. 10.1007/s11042-024-20130-0

By:

Ramadass, Sudhir;
Narayanan, Sreekumar;
Kumar, Rajiv;
K, Thilagavathi

Publication type:

Article

Next-gen security for medical data: optical encryption empowered by generative adversarial networks.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22475, doi. 10.1007/s11042-024-19921-2

By:

L., Anusree;
Rahiman, M. Abdul

Publication type:

Article

A systematic literature review on deepfake detection techniques.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22187, doi. 10.1007/s11042-024-19906-1

By:

Sharma, Vishal Kumar;
Garg, Rakesh;
Caudron, Quentin

Publication type:

Article

Employing cross-domain modelings for robust object detection in dynamic environment of autonomous vehicles.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 23211, doi. 10.1007/s11042-024-19409-z

By:

Rawlley, Oshin;
Gupta, Shashank;
Kathera, Hardik;
Katyal, Siddharth;
Batwara, Yashvardhan

Publication type:

Article

Conv-attention ViT for classification of multi-label class imbalanced data of lung thoracic diseases.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 21747, doi. 10.1007/s11042-024-20363-z

By:

Oommen, Lintu;
Nikhila Nagajyothi, Chiluka;
Chebrolu, Srilatha

Publication type:

Article

A systematic literature review of visual feature learning: deep learning techniques, applications, challenges and future directions.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 20439, doi. 10.1007/s11042-024-19823-3

By:

Abdullahi, Mohammed;
Oyelade, Olaide Nathaniel;
Kana, Armand Florentin Donfack;
Bagiwa, Mustapha Aminu;
Abdullahi, Fatimah Binta;
Junaidu, Sahalu Balarabe;
Iliyasu, Ibrahim;
Ore-ofe, Ajayi;
Chiroma, Haruna

Publication type:

Article

Securing IoT Networks with SYN-GAN: A Robust Intrusion Detection System Using GAN-Generated Data.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2391

By:

G., Lavanya;
Nagamani, Tenali;
Chapala, Hari Kishan;
Bhagavatham, Naresh Kumar;
Rao, N. Venkateswara;
Chowdary, Ch Smitha

Publication type:

Article

Artificial Intelligence Meets Bioequivalence: Using Generative Adversarial Networks for Smarter, Smaller Trials.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 47, doi. 10.3390/make7020047

By:

Nikolopoulos, Anastasios;
Karalis, Vangelis D.

Publication type:

Article

A Collision Risk Control Model for Mechanical Engineering Vehicles Based on Image Road Condition Monitoring Method.

Published in:

International Journal of Automotive & Mechanical Engineering, 2025, v. 22, n. 2, p. 12417, doi. 10.15282/ijame.22.2.2025.13.0950

By:

Hongyue Liu

Publication type:

Article

A Novel Feature Enhancement Approach for Image Design Through Transformer-Integrated Generative Adversarial Network.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 14, p. 1, doi. 10.1142/S0218126625502500

By:

Li, Hao;
Cheng, Zilu

Publication type:

Article

Design and Analysis of Electricity Anomaly Detection and Diagnosis Models Based on Generative Adversarial Networks.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425403304

By:

Sun, Ying;
Dang, Sanlei;
Fang, Wenchong;
Huang, Wan;
Xu, Yanhao

Publication type:

Article

Diagnosis of unbalanced bearing fault samples based on cycle generative adversarial networks.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13447, doi. 10.1007/s00521-025-11265-8

By:

Huang, Rihao;
Ma, Liangyu;
Hu, Jingchen;
Duan, Xiaochong;
Gao, Haitian;
Ma, Jin

Publication type:

Article

GPRN: GAN-based prototype refinement network for few-shot learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14127, doi. 10.1007/s00521-025-11235-0

By:

Luo, Liufei;
Yang, Zhao;
Chen, Zhiyong;
Cao, Renlong;
Liu, Yusen

Publication type:

Article

Efficient and accurate brain tumor detection and classification using advanced hybrid filtering and self-attention generative adversarial networks.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14097, doi. 10.1007/s00521-025-11216-3

By:

Rajakumari, R.;
Selvapandian, A.

Publication type:

Article

A hybrid deep learning framework for solar irradiation prediction based on regional satellite images and data.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14327, doi. 10.1007/s00521-025-11197-3

By:

Attya, Mohammed;
Abo-Seida, Osama;
Mohamed, Hatem;
Mohammed, Amgad

Publication type:

Article

Optimized Deep Embedded Clustering-Based Speaker Diarization with Speech Enhancement.

Published in:

Circuits, Systems & Signal Processing, 2025, v. 44, n. 7, p. 5044, doi. 10.1007/s00034-025-03037-5

By:

Revathy, S. Merlin;
Kumar, S. S.

Publication type:

Article

Unsupervised cross-modality domain adaptation via source-domain labels guided contrastive learning for medical image segmentation.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 7, p. 2145, doi. 10.1007/s11517-025-03312-2

By:

Chen, Wenshuang;
Ye, Qi;
Guo, Lihua;
Wu, Qi

Publication type:

Article

Substandard Facial RGB-sensing Pixels with Motion or Gaussian Blur Improved by DeblurGAN Blur Alleviation for Performance Evaluations of VGGNet Identity Classification.

Published in:

Sensors & Materials, 2025, v. 37, n. 6, Part 3, p. 2521, doi. 10.18494/SAM5562

By:

Ing-Jr Ding;
Meng-Chuan Hsieh

Publication type:

Article

Robust Speaker Recognition in Voice Sensing Environments with Specific Background Noises Using Deep Learning of Hybridized Speech Enhancement Generative Adversarial Network and Convolutional Neural Network for Smart Manufacturing.

Published in:

Sensors & Materials, 2025, v. 37, n. 6, Part 3, p. 2489, doi. 10.18494/SAM5558

By:

Ing-Jr Ding;
Meng-Chuan Hsieh

Publication type:

Article

Enhanced Intrusion Detection Using Conditional-Tabular-Generative-Adversarial-Network-Augmented Data and a Convolutional Neural Network: A Robust Approach to Addressing Imbalanced Cybersecurity Datasets.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1923, doi. 10.3390/math13121923

By:

Allagi, Shridhar;
Pawan, Toralkar;
Leong, Wai Yie

Publication type:

Article

Single-Pixel Imaging Reconstruction Network with Hybrid Attention and Enhanced U-Net.

Published in:

Photonics, 2025, v. 12, n. 6, p. 607, doi. 10.3390/photonics12060607

By:

Xiao, Bingrui;
Wang, Huibin;
Bu, Yang

Publication type:

Article

Dual-Domain Adaptive Synergy GAN for Enhancing Low-Light Underwater Images.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1092, doi. 10.3390/jmse13061092

By:

Kong, Dechuan;
Mao, Jinglong;
Zhang, Yandi;
Zhao, Xiaohu;
Wang, Yanyan;
Wang, Shungang

Publication type:

Article

Smart Maritime Transportation-Oriented Ship-Speed Prediction Modeling Using Generative Adversarial Networks and Long Short-Term Memory.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1045, doi. 10.3390/jmse13061045

By:

Chen, Xinqiang;
Wu, Peishi;
Zhang, Yajie;
Wang, Xiaomeng;
Xian, Jiangfeng;
Zhang, Han

Publication type:

Article

Attention to complex scene features.

Published in:

Attention, Perception & Psychophysics, 2025, v. 87, n. 5, p. 1374, doi. 10.3758/s13414-025-03081-y

By:

Son, Gaeun;
Mack, Michael L.;
Walther, Dirk B.

Publication type:

Article

RESIDUAL MULTIHEAD MULTILAYER ATTENTION GANS (RMMLA-GANS) FOR AUTOMATED GLAUCOMA DIAGNOSIS: A NOVEL DEEP LEARNING APPROACH.

Published in:

ICTACT Journal on Image & Video Processing, 2025, v. 15, n. 4, p. 3606, doi. 10.21917/ijivp.2025.0510

By:

Prabhakaran, P. Neethu;
Davis, Dini;
Priya, P. P.;
Mohan, Mini;
Shemitha, P. A.

Publication type:

Article

Deep Learning and The Retina: A New Frontier in Multiple Sclerosis Diagnosis.

Published in:

Current Health Sciences Journal, 2025, v. 51, n. 1, p. 26, doi. 10.12865/CHSJ.50.04.03

By:

ABDUL-SALAM, SORINA-ELENA;
FLORESCU, RUXANDRA-MADALINA;
SFREDEL, VERONICA;
ALEXANDRU, DRAGOS-OVIDIU;
ȘERBĂNESCU, MIRCEA-SEBASTIAN;
ROTARU-ZĂVĂLEANU, ALEXANDRA-DANIELA

Publication type:

Article

Methodology for oil film identification and feature extraction based on remote sensing data acquisition experiment.

Published in:

Marine Geodesy, 2025, v. 48, n. 4, p. 394, doi. 10.1080/01490419.2025.2478977

By:

Li, Ying;
Gou, Tao;
Xie, Ming;
Dong, Shuang

Publication type:

Article

AI's Impact on Academic Research Integrity: Guidelines from the Editors of Journal of Global Marketing.

Published in:

Journal of Global Marketing, 2025, v. 38, n. 3, p. 189, doi. 10.1080/08911762.2025.2488060

By:

Gandhi, Shiri;
Ahmed, Muhammad S.;
Huang, Li;
Behl, Abhishek;
Manrai, Ajay K.

Publication type:

Article

Progressive generative mural image restoration based on adversarial structure learning.

Published in:

npj Heritage Science, 2025, v. 13, n. 1, p. 1, doi. 10.1038/s40494-025-01883-9

By:

Guan, Jiansheng;
Li, Han;
Cai, Xiaolong;
Chen, Enyi;
Lin, Jinjiang;
Ding, Zhicai;
Ni, Yuting

Publication type:

Article

Enhanced load frequency regulation in cyberattack triggered grids with renewable energy and electric vehicles.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 7363, doi. 10.1007/s00202-024-02925-4

By:

Raj, Utkarsh;
Shankar, Ravi;
Rani, Surbhi;
Ranjan, Mrinal

Publication type:

Article

Multiple microgrids with electric vehicle charging in a hybrid GJO-PCGAN approach for energy management.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 7523, doi. 10.1007/s00202-024-02922-7

By:

Rangasamy, Sankar;
Prakash, S. Arun;
Sakhare, Nitin Nandkumar;
Kumar, U. Arun

Publication type:

Article

Enhancing partial discharge pattern recognition via WGAN-GP and inception-resnet-v2.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 6805, doi. 10.1007/s00202-024-02889-5

By:

Jin, Hai;
Gao, Longlong;
Pan, Jidong;
Zhang, Chaoming;
Zhang, Hongliang;
Wang, Hailong

Publication type:

Article

Signal preprocessing for foreign body detection using terahertz real-time non-destructive imaging system.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0319978

By:

Lee, Ha-Neul;
Park, Yuna;
Park, Jong-Tae;
Yang, Jong-Ryul

Publication type:

Article

A Hybrid Model for Alzheimer's Disease Classification Based on Neural Network Architectures Enhanced by GAN Model.

Published in:

International Journal of Online & Biomedical Engineering, 2025, v. 21, n. 8, p. 23, doi. 10.3991/ijoe.v21i08.54363

By:

Zine-dine, Iliass;
Riffi, Jamal;
El Fazazy, Khalid;
El Batteoui, Ismail;
Mahraz, Mohamed Adnane;
Tairi, Hamid

Publication type:

Article