Works matching DE "TRANSFORMER models"

Results: 4773

An explainable transformer model integrating PET and tabular data for histologic grading and prognosis of follicular lymphoma: a multi-institutional digital biopsy study.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2384, doi. 10.1007/s00259-025-07090-9

By:

Jiang, Chong;
Jiang, Zekun;
Zhang, Zitong;
Huang, Hexiao;
Zhou, Hang;
Jiang, Qiuhui;
Teng, Yue;
Li, Hai;
Xu, Bing;
Li, Xin;
Xu, Jingyan;
Ding, Chongyang;
Li, Kang;
Tian, Rong

Publication type:

Article

A benchmark dataset for class-wise segmentation of construction and demolition waste in cluttered environments.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05243-x

By:

Sirimewan, Diani;
Dayarathna, Sanuwani;
Raman, Sudharshan;
Bai, Yu;
Arashpour, Mehrdad

Publication type:

Article

The TSformer: A Non-Autoregressive Spatio-Temporal Transformers for 30-Day Ocean Eddy-Resolving Forecasting.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 966, doi. 10.3390/jmse13050966

By:

Wang, Guosong;
Hou, Min;
Qin, Mingyue;
Wu, Xinrong;
Gao, Zhigang;
Chao, Guofang;
Zhang, Xiaoshuang

Publication type:

Article

Comparative Analysis of Traditional and Deep Learning Approaches for Underwater Remote Sensing Image Enhancement: A Quantitative Study.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 899, doi. 10.3390/jmse13050899

By:

Ma, Yunsheng;
Cheng, Yanan;
Zhang, Dapeng

Publication type:

Article

XAI Helps in Storm Surge Forecasts: A Case Study for the Southeastern Chinese Coasts.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 896, doi. 10.3390/jmse13050896

By:

Han, Lei;
Lu, Wenfang;
Dong, Changming

Publication type:

Article

Neural-Network-Driven Intention Recognition for Enhanced Human–Robot Interaction: A Virtual-Reality-Driven Approach.

Published in:

Machines, 2025, v. 13, n. 5, p. 414, doi. 10.3390/machines13050414

By:

Kamali Mohammadzadeh, Ali;
Alinezhad, Elnaz;
Masoud, Sara

Publication type:

Article

Simulated Centrifugal Fan Blade Fault Diagnosis Based on Modulational Depthwise Convolution–One-Dimensional Convolution Neural Network (MDC-1DCNN) Model.

Published in:

Machines, 2025, v. 13, n. 5, p. 356, doi. 10.3390/machines13050356

By:

Ren, Zhaohui;
Liu, Yulin;
Yu, Tianzhuang;
Zhou, Shihua;
Zhang, Yongchao;
Jiang, Zeyu

Publication type:

Article

Trajectory- and Friendship-Aware Graph Neural Network with Transformer for Next POI Recommendation.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 192, doi. 10.3390/ijgi14050192

By:

Yu, Chenglin;
Shi, Lihong;
Zhao, Yangyang

Publication type:

Article

Hybrid Learning Model of Global–Local Graph Attention Network and XGBoost for Inferring Origin–Destination Flows.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 182, doi. 10.3390/ijgi14050182

By:

Shan, Zhenyu;
Yang, Fei;
Shi, Xingzi;
Cui, Yaping

Publication type:

Article

Multiclassification of Colorectal Polyps from Colonoscopy Images Using AI for Early Diagnosis.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1285, doi. 10.3390/diagnostics15101285

By:

Selvaraj, Jothiraj;
Sadaf, Kishwar;
Aslam, Shabnam Mohamed;
Umapathy, Snekhalatha

Publication type:

Article

Real-Time Coronary Artery Dominance Classification from Angiographic Images Using Advanced Deep Video Architectures.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1186, doi. 10.3390/diagnostics15101186

By:

Akyürek, Hasan Ali

Publication type:

Article

EEG-Based Seizure Detection Using Dual-Branch CNN-ViT Network Integrating Phase and Power Spectrograms.

Published in:

Brain Sciences (2076-3425), 2025, v. 15, n. 5, p. 509, doi. 10.3390/brainsci15050509

By:

Wang, Zhuohan;
Hu, Yaoqi;
Xin, Qingyue;
Jin, Guanghao;
Zhao, Yazhou;
Zhou, Weidong;
Liu, Guoyang

Publication type:

Article

MCL-SWT: Mirror Contrastive Learning with Sliding Window Transformer for Subject-Independent EEG Recognition †.

Published in:

Brain Sciences (2076-3425), 2025, v. 15, n. 5, p. 460, doi. 10.3390/brainsci15050460

By:

Mao, Qi;
Zhu, Hongke;
Yan, Wenyao;
Zhao, Yu;
Hei, Xinhong;
Luo, Jing

Publication type:

Article

Developing a Hybrid Morphological Analyzer for Low-Resource Languages.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5682, doi. 10.3390/app15105682

By:

Supriya, Musica;
Acharya Udupi, Dinesh;
Nayak, Ashalatha;
Srirangapatna Raghavendra, Arjuna

Publication type:

Article

Multi-Scale Feature Fusion and Global Context Modeling for Fine-Grained Remote Sensing Image Segmentation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5542, doi. 10.3390/app15105542

By:

Li, Yifan;
Wu, Gengshen

Publication type:

Article

RobustQuote: Using Reference Images for Adversarial Robustness.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5470, doi. 10.3390/app15105470

By:

Lemarchant, Hugo;
Liu, Hong;
Nakashima, Yuta

Publication type:

Article

Downhole Coal–Rock Recognition Based on Joint Migration and Enhanced Multidimensional Full-Scale Visual Features.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5411, doi. 10.3390/app15105411

By:

Jiao, Bin;
Sun, Chuanmeng;
Qin, Sichao;
Wang, Wenbo;
Wang, Yu;
Wu, Zhibo;
Li, Yong;
Shen, Dawei

Publication type:

Article

Deep Watermarking Based on Swin Transformer for Deep Model Protection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5250, doi. 10.3390/app15105250

By:

Un, Cheng-Hin;
Choi, Ka-Cheng

Publication type:

Article

MTGNet: Multi-Agent End-to-End Motion Trajectory Prediction with Multimodal Panoramic Dynamic Graph.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5244, doi. 10.3390/app15105244

By:

Dai, Yinfei;
Zhang, Yuantong;
Zhou, Xiuzhen;
Wang, Qi;
Song, Xiao;
Wang, Shaoqiang

Publication type:

Article

Illumination-guided with Crossmodal Transformer Fusion for RGB-T Object Detection.

Published in:

Journal of Imaging Science & Technology, 2025, v. 69, n. 2, p. 1, doi. 10.2352/J.ImagingSci.Technol.2025.69.2.020505

By:

Ruilin Xie;
Sheng Jiang;
Yiming Bie;
Miaolei Xia

Publication type:

Article

Optimizing Backbone Networks Through Hybrid–Modal Fusion: A New Strategy for Waste Classification.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3241, doi. 10.3390/s25103241

By:

Zhou, Houkui;
Ding, Qifeng;
Chen, Chang;
Liao, Qinqin;
Wang, Qun;
Yu, Huimin;
Hu, Haoji;
Zhang, Guangqun;
Hu, Junguo;
He, Tao

Publication type:

Article

Improved YOLOv8 Network of Aircraft Target Recognition Based on Synthetic Aperture Radar Imaging Feature.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3231, doi. 10.3390/s25103231

By:

Wang, Xing;
Hong, Wen;
Liu, Yunqing;
Yan, Guanyu;
Hu, Dongmei;
Jing, Qi

Publication type:

Article

Driver Steering Intention Prediction for Human-Machine Shared Systems of Intelligent Vehicles Based on CNN-GRU Network.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3224, doi. 10.3390/s25103224

By:

Zhou, Chen;
Zhang, Fan;
Nacpil, Edric John Cruz;
Wang, Zheng;
Xu, Fei-Xiang

Publication type:

Article

A Target Tracking Method Based on a Pyramid Channel Attention Mechanism.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3214, doi. 10.3390/s25103214

By:

Zhao, Dongxuan;
Li, Yunsong;
Li, Jiaxing;
Duan, Xiping;
Ma, Ning;
Wang, Yuhe

Publication type:

Article

Spatial–Temporal Heatmap Masked Autoencoder for Skeleton-Based Action Recognition.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3146, doi. 10.3390/s25103146

By:

Bian, Cunling;
Yang, Yang;
Wang, Tao;
Lu, Weigang

Publication type:

Article

GCN-Transformer: Graph Convolutional Network and Transformer for Multi-Person Pose Forecasting Using Sensor-Based Motion Data.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3136, doi. 10.3390/s25103136

By:

Šajina, Romeo;
Oreški, Goran;
Ivašić-Kos, Marina

Publication type:

Article

CSSA-YOLO: Cross-Scale Spatiotemporal Attention Network for Fine-Grained Behavior Recognition in Classroom Environments.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3132, doi. 10.3390/s25103132

By:

Zhou, Liuchen;
Liu, Xiangpeng;
Guan, Xiqiang;
Cheng, Yuhua

Publication type:

Article

Product Engagement Detection Using Multi-Camera 3D Skeleton Reconstruction and Gaze Estimation.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3031, doi. 10.3390/s25103031

By:

Tanonwong, Matus;
Zhu, Yu;
Chiba, Naoya;
Hashimoto, Koichi

Publication type:

Article

ATDMNet: Multi-Head Agent Attention and Top-k Dynamic Mask for Camouflaged Object Detection.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3001, doi. 10.3390/s25103001

By:

Fu, Rui;
Li, Yuehui;
Chen, Chih-Cheng;
Duan, Yile;
Yao, Pengjian;
Zhou, Kaixin

Publication type:

Article

DualPose: Dual-Block Transformer Decoder with Contrastive Denoising for Multi-Person Pose Estimation.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 2997, doi. 10.3390/s25102997

By:

Fincato, Matteo;
Vezzani, Roberto

Publication type:

Article

GT-SRR: A Structured Method for Social Relation Recognition with GGNN-Based Transformer.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 2992, doi. 10.3390/s25102992

By:

Huang, Dejiao;
Xia, Menglei;
Chang, Ruyi;
Kong, Xiaohan;
Guo, Shuai

Publication type:

Article

Contrastive Learning-Based Cross-Modal Fusion for Product Form Imagery Recognition: A Case Study on New Energy Vehicle Front-End Design.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 10, p. 4432, doi. 10.3390/su17104432

By:

Zhang, Yutong;
Wu, Jiantao;
Sun, Li;
Yang, Guoan

Publication type:

Article

Spatial and frequency feature fusion using multi-scale cross attention for enhancing deepfake face detection.

Published in:

Multimedia Systems, 2025, v. 31, n. 4, p. 1, doi. 10.1007/s00530-025-01833-2

By:

Uddin, Main;
Fu, Zhangjie;
Zhang, Xiang;
Arnob, Abu Bakor Hayat

Publication type:

Article

Transformer-Based Sunflower (<em>Helianthus annuus</em> L.) Recognition from Multi-Temporal UAV Orthomosaics.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2025, v. 48, n. M-6, p. 309, doi. 10.5194/isprs-archives-XLVIII-M-6-2025-309-2025

By:

Yildirim, Esra;
Colkesen, Ismail;
Sefercik, Umut Gunes

Publication type:

Article

SYNCode: Synergistic Human–LLM Collaboration for Enhanced Data Annotation in Stack Overflow †.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 392, doi. 10.3390/info16050392

By:

Xia, Meng;
Maharjan, Shradha;
Le, Tammy;
Taylor, Will;
Song, Myoungkyu

Publication type:

Article

DDA-MSLD: A Multi-Feature Speech Lie Detection Algorithm Based on a Dual-Stream Deep Architecture.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 386, doi. 10.3390/info16050386

By:

Guo, Pengfei;
Huang, Shucheng;
Li, Mingxing

Publication type:

Article

SF-UNet: An Adaptive Cross-Level Residual Cascade for Forest Hyperspectral Image Classification Algorithm by Fusing SpectralFormer and U-Net.

Published in:

Forests (19994907), 2025, v. 16, n. 5, p. 858, doi. 10.3390/f16050858

By:

Xu, Xinggui;
Li, Xuyang;
Fan, Xiangsuo;
Li, Qi;
Li, Hong;
Yu, Haotian

Publication type:

Article

AMamNet: Attention-Enhanced Mamba Network for Hyperspectral Remote Sensing Image Classification.

Published in:

Atmosphere, 2025, v. 16, n. 5, p. 541, doi. 10.3390/atmos16050541

By:

Liu, Chunjiang;
Wang, Feng;
Jia, Qinglei;
Liu, Li;
Zhang, Tianxiang

Publication type:

Article

WIGformer: Wavelet-Based Illumination-Guided Transformer.

Published in:

Symmetry (20738994), 2025, v. 17, n. 5, p. 798, doi. 10.3390/sym17050798

By:

Cao, Wensheng;
Yan, Tianyu;
Li, Zhile;
Ye, Jiongyao

Publication type:

Article

Full-Element Analysis of Side-Channel Leakage Dataset on Symmetric Cryptographic Advanced Encryption Standard.

Published in:

Symmetry (20738994), 2025, v. 17, n. 5, p. 769, doi. 10.3390/sym17050769

By:

Liu, Weifeng;
Li, Wenchang;
Cao, Xiaodong;
Fu, Yihao;
Wu, Juping;
Liu, Jian;
Chen, Aidong;
Zhang, Yanlong;
Wang, Shuo;
Zhou, Jing

Publication type:

Article

GAANet: Symmetry-Driven Gaussian Modeling with Additive Attention for Precise and Robust Oriented Object Detection.

Published in:

Symmetry (20738994), 2025, v. 17, n. 5, p. 653, doi. 10.3390/sym17050653

By:

Zhu, Jiangang;
Liu, Yi;
Fu, Qiang;
Jing, Donglin

Publication type:

Article

Detection of Transformer Faults: AI-Supported Machine Learning Application in Sweep Frequency Response Analysis.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2481, doi. 10.3390/en18102481

By:

Çuhadaroğlu, Hakan;
Uyaroğlu, Yılmaz

Publication type:

Article

Hybrid Transformer–Convolutional Neural Network Approach for Non-Intrusive Load Analysis in Industrial Processes.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2464, doi. 10.3390/en18102464

By:

He, Gengsheng;
Huang, Yu;
Zhang, Ying;
Zhu, Yuanzhe;
Leng, Yuan;
Shang, Nan;
Zeng, Jincan;
Pu, Zengxin

Publication type:

Article

Comprehensive Condition Evaluation of Distribution Transformer Considering Internal Operation, External Environment, and Load Operation for Business Expansion.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2456, doi. 10.3390/en18102456

By:

Xie, Shengxiang;
Dai, Danni;
Dong, Weifeng;
He, Yuling

Publication type:

Article

Unsupervised Cross-Domain Polarimetric Synthetic Aperture Radar (PolSAR) Change Monitoring Based on Limited-Label Transfer Learning and Vision Transformer.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1782, doi. 10.3390/rs17101782

By:

Zhang, Xinyue;
Gui, Rong;
Hu, Jun;
Zhang, Jinghui;
Tan, Lihuan;
Zhang, Xixi

Publication type:

Article

Multilevel Feature Cross-Fusion-Based High-Resolution Remote Sensing Wetland Landscape Classification and Landscape Pattern Evolution Analysis.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1740, doi. 10.3390/rs17101740

By:

Sun, Sijia;
Wang, Biao;
Jiang, Zhenghao;
Li, Ziyan;
Xu, Sheng;
Pan, Chengrong;
Qin, Jun;
Wu, Yanlan;
Zhang, Peng

Publication type:

Article

A Multi-Path Feature Extraction and Transformer Feature Enhancement DEM Super-Resolution Reconstruction Network.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1737, doi. 10.3390/rs17101737

By:

Guo, Mingqiang;
Xiong, Feng;
Huang, Ying;
Zhang, Zhizheng;
Zhang, Jiaming

Publication type:

Article

LS-MambaNet: Integrating Large Strip Convolution and Mamba Network for Remote Sensing Object Detection.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1721, doi. 10.3390/rs17101721

By:

Yan, Lingyu;
He, Zijian;
Zhang, Zhiqi;
Xie, Guangqi

Publication type:

Article

Distillation-Based Cross-Model Transferable Adversarial Attack for Remote Sensing Image Classification.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1700, doi. 10.3390/rs17101700

By:

Peng, Xiyu;
Zhou, Jingyi;
Wu, Xiaofeng

Publication type:

Article

Retrievals of Biomass Burning Aerosol and Liquid Cloud Properties from Polarimetric Observations Using Deep Learning Techniques.

Published in:

Remote Sensing, 2025, v. 17, n. 10, p. 1693, doi. 10.3390/rs17101693

By:

Segal Rozenhaimer, Michal;
Knobelspiesse, Kirk;
Miller, Daniel;
Batenkov, Dmitry

Publication type:

Article