Search Results - deep adversarial involution autoencoder network

AACNet: attention aided CNN-autoencoder network for precise categorization of respiratory conditions from HRCT scans.

Authors: Kakati, Anchita Bhattacharjya, Upasana Medhi, Jyoti Prakash et al.

Source: Network Modeling & Analysis in Health Informatics & Bioinformatics; 8/20/2025, Vol. 14 Issue 1, p1-29, 29p

Spectral–spatial mamba adversarial defense network for hyperspectral image classification.

Authors: Zhang, Zhongqiang Wang, Ye Gao, Dahua et al.

Source: International Journal of Digital Earth; Dec2025, Vol. 18 Issue 1, p1-28, 28p

Subject Terms: DEEP learning, SPECTRAL imaging, ARTIFICIAL neural networks

A computationally efficient method for induction motor bearing fault detection based on parallel convolutions and semi-supervised GAN.

Authors: Irfan, Muhammad Khan, Nabeel A. Mushtaq, Zohaib et al.

Source: Nondestructive Testing & Evaluation; Oct2025, Vol. 40 Issue 10, p4717-4743, 27p

Subject Terms: GENERATIVE adversarial networks, FAULT diagnosis, FEATURE extraction, INDUCTION motors, CONDITION-based maintenance, DEEP learning

A Novel Involution-Based Lightweight Network for Fabric Defect Detection.

Authors: Ke, Zhenxia Yu, Lingjie Zhi, Chao et al.

Source: Information; May2025, Vol. 16 Issue 5, p340, 17p

Subject Terms: CONVOLUTIONAL neural networks, DEEP learning, CONVOLUTION codes, TEXTILES

A Generative Model-Based Network Framework for Ecological Data Reconstruction.

Authors: Liu, Shuqiao Zhang, Zhao Zhou, Hongyan et al.

Source: Computers, Materials & Continua; 2025, Vol. 82 Issue 1, p929-948, 20p

Subject Terms: CONVOLUTIONAL neural networks, GENERATIVE adversarial networks, ARTIFICIAL intelligence, SWOT analysis, AUTOENCODERS, PROBABILISTIC generative models

InvolutionGAN: lightweight GAN with involution for unsupervised image-to-image translation.

Authors: Deng, Haipeng Wu, Qiuxia Huang, Han et al.

Source: Neural Computing & Applications; Aug2023, Vol. 35 Issue 22, p16593-16605, 13p

Subject Terms: GENERATIVE adversarial networks, DEEP learning

Land Use and Land Cover Classification Meets Deep Learning: A Review.

Authors: Zhao, Shengyu Tu, Kaiwen Ye, Shutong et al.

Source: Sensors (14248220); Nov2023, Vol. 23 Issue 21, p8966, 26p

Subject Terms: DEEP learning, ZONING, GENERATIVE adversarial networks, IMAGE recognition (Computer vision), LAND use, RECURRENT neural networks

Deep learning techniques for remote sensing image scene classification: A comprehensive review, current challenges, and future directions.

Authors: Kumari, Monika Kaul, Ajay

Source: Concurrency & Computation: Practice & Experience; 10/10/2023, Vol. 35 Issue 22, p1-26, 26p

Subject Terms: DEEP learning, IMAGE recognition (Computer vision), NATURAL language processing, GENERATIVE adversarial networks, TRANSFORMER models, REMOTE sensing, CONVOLUTIONAL neural networks

Advances in machine and deep learning for ECG beat classification: a systematic review.

Authors: Jaya Prakash, Allam Nasreddine Belkacem, Abdelkader Elfadel, Ibrahim M. et al.

Source: Frontiers in Digital Health; 2025, p1-33, 33p

Subject Terms: MEDICAL technology, RESEARCH funding, PROFESSIONAL practice, LABOR productivity, ARTIFICIAL intelligence, SIGNAL processing, CONVOLUTIONAL neural networks, ELECTROCARDIOGRAPHY, SYSTEMATIC reviews, MEDLINE, HEART beat, ARRHYTHMIA, DEEP learning, CARDIOVASCULAR disease diagnosis, MACHINE learning, ONLINE information services, SENSITIVITY & specificity (Statistics)

Deep Learning-Based Inverse Design: Exploring Latent Space Information for Geometric Structure Optimization.

Authors: Phuong, Nguyen Dong Subbiah, Nanthakumar Srivilliputtur Jin, Yabin et al.

Source: Computer Modeling in Engineering & Sciences (CMES); 2025, Vol. 145 Issue 1, p263-303, 41p

Subject Terms: DEEP learning, PRINCIPAL components analysis, MATHEMATICAL optimization, PARTIAL least squares regression, REVERSE engineering, ARTIFICIAL neural networks, STRUCTURAL optimization, MACHINE learning

Semi-Supervised Remote-Sensing Image Scene Classification Using Representation Consistency Siamese Network.

Authors: Miao, Wang Geng, Jie Jiang, Wen

Source: IEEE Transactions on Geoscience & Remote Sensing; Mar2022, Vol. 60, p1-14, 14p

Subject Terms: REMOTE-sensing images, ARTIFICIAL neural networks, DEEP learning, GENERATIVE adversarial networks, CONVOLUTIONAL neural networks, OPTICAL remote sensing

Company/Entity: UNIVERSITY of California, Merced

Advancing Urban Roof Segmentation: Transformative Deep Learning Models from CNNs to Transformers for Scalable and Accurate Urban Imaging Solutions—A Case Study in Ben Guerir City, Morocco.

Authors: Saadaoui, Hachem Farah, Saad Lechgar, Hatim et al.

Source: Technologies (2227-7080); Oct2025, Vol. 13 Issue 10, p452, 23p

Subject Terms: TRANSFORMER models, IMAGE segmentation, REMOTE-sensing images, URBAN growth, DEEP learning, CONVOLUTIONAL neural networks

Geographic Terms: MOROCCO

Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis.

Authors: Thapa, Aakash Horanont, Teerayut Neupane, Bipul et al.

Source: Remote Sensing; Oct2023, Vol. 15 Issue 19, p4804, 37p

Subject Terms: DEEP learning, IMAGE recognition (Computer vision), CONVOLUTIONAL neural networks, GENERATIVE adversarial networks, TRANSFORMER models, DISTANCE education, REMOTE sensing

Improved Localization and Recognition of Handwritten Digits on MNIST Dataset with ConvGRU.

Authors: Wen, Yalin Ke, Wei Sheng, Hao

Source: Applied Sciences (2076-3417); Jan2025, Vol. 15 Issue 1, p238, 16p

Subject Terms: GENERATIVE adversarial networks, COMPUTER vision, PREDICTION models, STRUCTURAL models, HANDWRITING

Deep learning for land use classification: a systematic review of HS-LiDAR imagery.

Authors: Rehman, Muhammad Zia Ur Islam, Syed Mohammed Shamsul Blake, David et al.

Source: Artificial Intelligence Review; Sep2025, Vol. 58 Issue 9, p1-43, 43p

Progress of AI-Driven Drug–Target Interaction Prediction and Lead Optimization.

Authors: Wang, Qiqi Sun, Boyan Yi, Yunpeng et al.

Source: International Journal of Molecular Sciences; Oct2025, Vol. 26 Issue 20, p10037, 34p

Subject Terms: ARTIFICIAL intelligence, DRUG discovery, DRUG absorption, DRUG efficacy, DEEP learning, MATHEMATICAL optimization, PHARMACEUTICAL chemistry, CHEMICAL properties

A Dual-Branch Network for Intra-Class Diversity Extraction in Panchromatic and Multispectral Classification.

Authors: Huang, Zihan Tian, Pengyu Zhu, Hao et al.

Source: Remote Sensing; Jun2025, Vol. 17 Issue 12, p1998, 20p

Subject Terms: ENSEMBLE learning, DEEP learning, REMOTE sensing, SPATIAL resolution, LEARNING modules, MULTISPECTRAL imaging

Generative artificial intelligence model for simulating structural brain changes in schizophrenia.

Authors: Yamaguchi, Hiroyuki Sugihara, Genichi Shimizu, Masaaki et al.

Source: Frontiers in Psychiatry; 2024, p1-11, 11p

Subject Terms: GENERATIVE artificial intelligence, MAGNETIC resonance imaging, COMPUTER-assisted image analysis (Medicine), GENERATIVE adversarial networks, DIAGNOSTIC imaging

Generative artificial intelligence model for simulating structural brain changes in schizophrenia.

Authors: Hiroyuki Yamaguchi Genichi Sugihara Masaaki Shimizu et al.

Source: Frontiers in Psychiatry; 2024, p1-11, 11p

Subject Terms: GENERATIVE artificial intelligence, MAGNETIC resonance imaging, COMPUTER-assisted image analysis (Medicine), GENERATIVE adversarial networks, DIAGNOSTIC imaging

Deep Learning for Table Detection and Structure Recognition: A Survey.

Authors: Salaheldin Kasem, Mahmoud Abdallah, Abdelrahman Berendeyev, Alexander et al.

Source: ACM Computing Surveys; Dec2024, Vol. 56 Issue 12, p1-41, 41p

Subject Terms: ARTIFICIAL intelligence, MACHINE learning, ARTIFICIAL neural networks, PATTERN recognition systems, GRAPH neural networks, DEEP learning