Výsledky vyhledávání - "Transformer Models"

Intelligent extraction of manufacturing system components from natural language using transformer models.

Autoři: Boudribila, Abderrahmane Tajer, Abdelouahed Boulghasoul, Zakaria

Zdroj: International Journal of Production Research. Sep2025, p1-25. 25p. 15 Illustrations.

Témata: *NATURAL language processing, *TRANSFORMER models, *FLEXIBLE manufacturing systems, *INDUSTRIAL robots, *AUTOMATION, DATA extraction, AUTOMATION software

A transformer network for high-throughput materials characterization with x-ray photoelectron spectroscopy.

Autoři: Simperl, Florian Werner, Wolfgang S. M.

Zdroj: Journal of Applied Physics. 10/21/2025, Vol. 138 Issue 15, p1-11. 11p.

Témata: *X-ray photoelectron spectroscopy, *TRANSFORMER models, *SCIENTIFIC computing, *ORGANIC compounds, *HYDROGEN

A Rich‐Spatial and Multiscaled Transformer‐Based Approach for Long‐Term Multivariate Time‐Series Forecasting Problem.

Autoři: My, Linh Nguyen Thi Nguyen, Vu Vo, Tham

Zdroj: Journal of Forecasting. Nov2025, p1. 13p. 6 Illustrations.

Témata: *TRANSFORMER models, *TIME series analysis, *BIG data, *ESTIMATION theory, LONG-range weather forecasting, INTERNET of things, CONVOLUTIONAL neural networks

MTMedFormer: multi-task vision transformer for medical imaging with federated learning.

Autoři: Nath, Anirban Shukla, Sneha Gupta, Puneet

Zdroj: Medical & Biological Engineering & Computing. Nov2025, Vol. 63 Issue 11, p3421-3434. 14p.

Témata: *TRANSFORMER models, FEDERATED learning, ENSEMBLE learning, MACHINE learning, IMAGE segmentation, COMPUTER-assisted image analysis (Medicine), DEEP learning

Enhancing Cheque Fraud Detection through Transformer Models and Optimization Techniques on Structured Textual Data.

Autoři: Varma, M. Srinivasa Varma, G. Pardhasaradhi Hemalatha, I.

Zdroj: International Journal of Software Engineering & Knowledge Engineering. Oct2025, p1-13. 13p. 3 Illustrations.

Témata: *TRANSFORMER models, *MATHEMATICAL optimization, *BLOCKCHAINS, *REAL-time computing, FRAUD investigation, METADATA

STGAN-CR: A Semantics-Aware Cloud Removal Network Integrating Swin Transformer and GANs for Remote Sensing Applications.

Autoři: Zhu, Hongming Wang, Zeju Xu, Manxin a další

Zdroj: International Journal of Software Engineering & Knowledge Engineering. Nov2025, Vol. 35 Issue 11, p1669-1684. 16p.

Témata: *TRANSFORMER models, REMOTE sensing, GENERATIVE adversarial networks, IMAGE recognition (Computer vision), IMAGE quality in imaging systems, IMAGE processing

Safety Helmet Monitoring on Construction Sites Using YOLOv10 and Advanced Transformer Architectures with Surveillance and Body-Worn Cameras.

Autoři: Wang, Seunghyeon Park, Sungman Kim, Jaejun a další

Zdroj: Journal of Construction Engineering & Management. Nov2025, Vol. 151 Issue 11, p1-18. 18p.

Témata: *SAFETY hats, *TRANSFORMER models, SAFETY regulations, TELEVISION in security systems, BUILDING sites, WEARABLE video devices, OBJECT recognition (Computer vision)

SmartFallNet: A Vision Transformer and GRU‐Based Dynamic Model With Adaptive Kernel Attention for Precision Fall Detection.

Autoři: Tayeb, Salma Mekouar, Soufiana Himmi, Mohammed Majid

Zdroj: Computational Intelligence. Oct2025, Vol. 41 Issue 5, p1-15. 15p.

Témata: *TRANSFORMER models, *REAL-time computing, DEEP learning, ELDER care, RECURRENT neural networks

Position-aware Graph Transformer for Recommendation.

Autoři: Chen, Jiajia Wu, Jiancan Chen, Jiawei a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-24. 24p.

Témata: *TRANSFORMER models, *EMPIRICAL research, SIGNAL filtering, SPINE, NEIGHBORHOODS

Speech Recognition Method for English Translators in Noisy Environments Based on Attention Mechanism.

Autoři: Liu, Long¹ (AUTHOR) 18113066185@163.com

Zdroj: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-18. 18p.

Témata: *ARTIFICIAL neural networks, *TRANSFORMER models, FILTER banks, FEATURE extraction, ENGLISH language, SPEECH perception

TAFF-YOLO: An Enhanced YOLO Model With Transformer and Attention Feature Fusion for Chip Internal Defect Detection.

Autoři: Niu, Wenxin Mei, Jianqiang Zhang, Dawei a další

Zdroj: IEEE Transactions on Semiconductor Manufacturing. Nov2025, Vol. 38 Issue 4, p876-888. 13p.

Témata: *TRANSFORMER models, *REAL-time computing, *DEFECT tracking (Computer software development), IMAGE processing, DETECTION algorithms, OBJECT recognition (Computer vision)

Coding Small Group Communication with AI: RNNs and Transformers with Context.

Autoři: Pilny, Andrew Bonito, Joseph Schecter, Aaron

Zdroj: Small Group Research. Oct2025, Vol. 56 Issue 5, p864-893. 30p.

Témata: *TRANSFORMER models, *ARTIFICIAL intelligence, RECURRENT neural networks, CONTEXTUAL analysis, COMPUTER performance, INTERGROUP communication, SPEECH acts (Linguistics), CLASSIFICATION

Uncertainty‐Aware Adjustment via Learnable Coefficients for Detailed 3D Reconstruction of Clothed Humans from Single Images.

Autoři: Yang, Yadan Li, Yunze Ying, Fangli a další

Zdroj: Computer Graphics Forum. Oct2025, Vol. 44 Issue 7, p1-9. 9p.

Témata: *TRANSFORMER models, *PARAMETRIC modeling, THREE-dimensional imaging

Enhanced Vitality Detection in Multiple Human Facial Images using Encoding Convolutional Neural Networks for Superior Accuracy and Reliability.

Autoři: Logeswari Saranya, R. Umamaheswari, K.

Zdroj: International Journal of Pattern Recognition & Artificial Intelligence. Dec2025, Vol. 39 Issue 15, p1-29. 29p.

Témata: *TRANSFORMER models, *HEALTH care industry, CONVOLUTIONAL neural networks, PERSONAL security, FACE perception, FACIAL expression, HUMAN facial recognition software

Slim UNETR++: A lightweight 3D medical image segmentation network for medical image analysis.

Autoři: Jin, Jiawei Yang, Sen Tong, Jigang a další

Zdroj: Medical & Biological Engineering & Computing. Oct2025, Vol. 63 Issue 10, p3123-3137. 15p.

Témata: *TRANSFORMER models, CONVOLUTIONAL neural networks, COMPUTER-assisted image analysis (Medicine), STATISTICAL models

Demosaicking Algorithm Using Swin Transformer and Long‐Range Attention Network.

Autoři: Wang, Jin Kwon, Ohjung Jeon, Gwanggil

Zdroj: Expert Systems. Oct2025, Vol. 42 Issue 10, p1-12. 12p.

Témata: *TRANSFORMER models, IMAGE processing, SIGNAL-to-noise ratio, CONVOLUTIONAL neural networks, COLOR filter arrays, INTERPOLATION algorithms

Characterization of quantized inference with transformer encoders on low power CPUs.

Autoři: Martínez, Héctor Catalán, Sandra Castelló, Adrián a další

Zdroj: International Journal of High Performance Computing Applications. Nov2025, Vol. 39 Issue 6, p803-821. 19p.

Témata: *TRANSFORMER models, *ENERGY consumption, *NATURAL language processing, QUANTIZATION (Physics), EMBEDDED computer systems, INFERENCE (Logic), MATRIX multiplications

Dual-Branch Hybrid Visual Networks and Hierarchical Adaptive Fusion Strategy: An Effective Multimodal Fake News Detection Model.

Autoři: Fu, Xian Zhang, Zhuzhu Sun, Yu a další

Zdroj: AI Communications. Nov2025, Vol. 38 Issue 4, p543-561. 19p.

Témata: *TRANSFORMER models, CONVOLUTIONAL neural networks, HETEROGENEITY, DISINFORMATION

A Trend‐Aware Transformer‐Based Approach for Improving Long‐Range Multivariate Time‐Series Forecasting With Decomposition.

Autoři: My, Linh Nguyen Thi Vo, Tham

Zdroj: Journal of Forecasting. Oct2025, p1. 15p. 8 Illustrations.

Témata: *TRANSFORMER models, *FORECASTING, DEEP learning, DYNAMIC models, TEMPORAL databases

Transformer architectures for computer vision: A comprehensive review and future research directions.

Autoři: Ugile, Tukaram Uke, Nilesh

Zdroj: EPJ Web of Conferences. 11/20/2025, Vol. 341, p1-13. 13p.

Témata: *TRANSFORMER models, *COMPUTER vision, *EDGE computing, *OBJECT recognition (Computer vision)