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Convolution

SVNC-Net: An optimized U-Net variant with 2D convolutions for lightweight 3D spleen segmentation

Mehmet Zahid Genc, Yaser Dalveren, [ ... ], Marek Penhaker

Lightweight deep neural networks: Optimization of vehicle classification using ICBAM based on depthwise separable convolutions

Qifeng Niu, Jinhui Han, Zhen Sui, Feng Xu

SMG-Net: A lightweight modular architecture for fine-grained crack segmentation in ancient wooden structures

Tianke Fang, Zhenxing Hui, [ ... ], Yuanrong He

SegCycle-SPADE: An end-to-end framework for semantic segmentation-based automated extraction and artistic reconstruction of traditional craft patterns using conditional GAN

Bei Huang, Lequn Mo

A lightweight model and corn leaf disease recognition

Lujie Bai, Shaoqiu Zhu, Haitao Gao

KAN-GLNet: An enhanced PointNet++ model for canola silique segmentation and counting

Jiajun Liu, Bei Zhou, [ ... ], Di Hu

Enhancing museum collection images with fuzzy set guided convolutional neural network: A novel approach leveraging fuzzy set theory

Manqi Li, Lili Ren

ESA-YOLO: An efficient scale-aware traffic sign detection algorithm based on YOLOv11 under adverse weather conditions

ChenHao Li, ShuXian Liu, ZiNuo Peng

MSF-DETR: A small target detection algorithm for sonar images based on spatial-frequency domain collaborative feature fusion

Heng Zhao, Shuping Han, [ ... ], Ke Li

Towards an optimized paradigm: generative adversarial networks and 3D modeling in landscape design and generation

Ming He

DSSA-TCN: Exploiting adaptive sparse attention and diffusion graph convolutions in temporal convolutional networks for traffic flow forecasting

Zhouyuan Zhang, Xin Wang, Xu Tan, Jiatian Pi

GAM-enhanced deepLabv3+ for accurate burn scar extraction in karst regions from remote sensing images

Xiaodong Su, Zhijie Wang, [ ... ], Shaobo Li

SH-DETR: Enhancing steel surface defect detection and classification with an improved transformer architecture

Shouluan Wu, Hui Yang, [ ... ], Yang Yang

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