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Convolution

DMSH-Net: Depth-aware multi-scale hybrid vision network for image dehazing

Chenping Zhao, Jun Li, [ ... ], Xiaoyue Li

A robust small-object detection model for UAV aerial imagery under complex background clutter

Yong He, Renfeng Xiao, Yifan Tang, Yufan Pang

Gramian angular field fusion with dual-branch ConvNeXt and channel-aware transformer for vibration sensor-based fault diagnosis

Pengjuan Liu, Jindou Ma

MLE-YOLOv11n: Multi-scale layer aggregation and context-aware feature fusion for insulator defect detection in aerial imagery

Yuan Wang, Hanzhi Cui, [ ... ], Qiqi Wei

PM-DUnet: Fusing long-range dependencies and attention in a dual-U architecture for thyroid nodule segmentation

Shaoqiang Wang, Linhao Zhang, [ ... ], Xiaochun Cheng

GridCL for fine-grained load profiling in smart grids under limited labels

Ling Zhang, Jia Wang, [ ... ], Yumin Yao

Very short-term production prediction for photovoltaic plants using Temporal Convolutional Networks

Loukas Samaras, Elena García-Barriocanal, Miguel-Angel Sicilia, Lino González García

AgriOptNet: A hybrid optimization and lightweight deep learning framework for soil texture classification and crop recommendation based on nutrition

Latha Reddy N, Gopinath M.P

MSPFormer: An enhanced multi-scale and semantic-preserving transformer for sheep ownership identification in precision livestock farming

Yaosheng Han, Chunmei Li, [ ... ], Hao Wang

Automated concrete crack detection enhanced by deep learning and generative adversarial networks

Yue Chang

Multi-spatial resolution hyperspectral image change detection network integrating feature difference structure

Yanhua Xiao, Shuixiang Yu, [ ... ], Long Yang

YOLO11-FR: A bridge crack detection method based on frequency-domain fusion and an edge enhancement mechanism

Yangming Zhang, Baohui Tian, Hufeng Guo

MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment

Yuan Li, Ningning Wang

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