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检索条件"主题词=Structural reparameterization"
25 条 记 录,以下是1-10 订阅
排序:
Re-Net: Multibranch Network With structural reparameterization for Landslide Detection in Optical Imagery
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2024年 17卷 2828-2837页
作者: Zhang, Rui-xuan Zhu, Wu Li, Zhen-hong Zhang, Bo-chen Chen, Bo Changan Univ Sch Geol Engn & Geomat Xian 710054 Peoples R China Changan Univ Big Data Ctr Geosci & Satellites Xian 710054 Peoples R China Changan Univ Sch Geol Engn & Geomat Xian 710054 Peoples R China Minist Nat Resources Key Lab Ecol Geol & Disaster Prevent Xian 710054 Peoples R China State Key Lab Loess Sci In Preparat Xian 710054 Peoples R China Shenzhen Univ Coll Civil & Transportat Engn Shenzhen 518060 Peoples R China Shenzhen Univ Key Lab Geoenvironm Monitoring Great Bay Area Minist Nat Resources Shenzhen 518061 Peoples R China
Deep learning techniques have been widely adopted in landslide detection by offering powerful feature extraction capabilities and automated processes. However, the pursuit of higher accuracy has led to increasingly co... 详细信息
来源: 评论
RepBoTNet-CESA:An Alzheimer’s Disease Computer Aided Diagnosis Method Using structural reparameterization BoTNet and Cubic Embedding Self Attention
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Computers, Materials & Continua 2024年 第5期79卷 2879-2905页
作者: Xiabin Zhang Zhongyi Hu Lei Xiao Hui Huang College of Computer Science and Artificial Intelligence Wenzhou UniversityWenzhou325035China Key Laboratory of Intelligence Image Processing and Analysis Wenzhou UniversityWenzhou325035China
Various deep learning models have been proposed for the accurate assisted diagnosis of early-stage Alzheimer’s disease(AD).Most studies predominantly employ Convolutional Neural Networks(CNNs),which focus solely on l... 详细信息
来源: 评论
RepMobile: A MobileNet-Like Network With structural reparameterization for Sensor-Based Human Activity Recognition
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IEEE SENSORS JOURNAL 2024年 第15期24卷 24224-24237页
作者: Yu, Jianglai Zhang, Lei Cheng, Dongzhou Bu, Can Wu, Hao Song, Aiguo Nanjing Normal Univ Sch Elect & Automat Engn Nanjing 210023 Peoples R China Yunnan Univ Sch Informat Sci & Engn Kunming 650500 Peoples R China Southeast Univ Sch Instrument Sci & Engn Nanjing 210096 Peoples R China
How to design and deploy efficient neural network backbones always plays a crucial role in sensor-based human activity recognition (HAR) on mobile devices, which have targeted at reducing floating-point operations (FL... 详细信息
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A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consistency and structural reparameterization  7th
A Bearing Fault Diagnosis Framework Based on Few-Shot Learni...
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7th International Conference on Green Technology and Sustainable Development
作者: Gia-Bao Truong Nhu-Linh Than Manh-Hung Vu Van-Truong Pham Thi-Hue Nguyen Thi-Thao Tran Hanoi Univ Sci & Technol Sch Elect & Elect Engn Dept Automat Engn Hanoi Vietnam
Nowadays, end-to-end deep learning networks inherit the development of convolutional neural networks to have good performance, but they can only do well when they are learned on a large number of samples. However, bui... 详细信息
来源: 评论
A Lightweight Edge Computing Neural Network for Online Photovoltaic Defect Inspection
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2025年 74卷
作者: Ye, Jinlin Liu, Yuhan Yang, Liang Chen, Haiyong Wang, Changjun Zhou, Yidong Zhang, Wei Hebei Univ Technol Sch Artificial Intelligence Tianjin 300130 Peoples R China Peking Union Med Coll Hosp Dept Breast Surg Beijing 100041 Peoples R China
The photovoltaic energy plays a crucial role in the global transition to sustainable energy. Regular inspection of photovoltaic power plants is essential for the timely detection of potential faults and the maintenanc... 详细信息
来源: 评论
Real-time surface defect detection algorithm on aluminum ingot alloy casting lines
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PHYSICA SCRIPTA 2025年 第1期100卷
作者: Chen, Hong Yan, Feiya Yang, Jing Yan, Jianguo Qin, Tao Zhang, Jing Guizhou Univ Elect Engn Coll Guiyang 550025 Peoples R China Guiyang Aluminum Magnesium Design & Res Inst Co Lt Guiyang 550025 Peoples R China Guizhou Prov Key Lab InternetIntelligent Mfg Guiyang 550025 Peoples R China China Power Construct Grp Guizhou Engn Co Ltd Guiyang 550025 Peoples R China
Aluminum alloy ingot surface defect detection technology is crucial to ensure that product quality meets standards. Existing inspection model inspection precision and speed are difficult to meet requirements of fast a... 详细信息
来源: 评论
Ship detection algorithm based on structural reparameterize dilated large-kernel convolution and spatial selective kernel mechanism
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JOURNAL OF REAL-TIME IMAGE PROCESSING 2025年 第2期22卷 1-13页
作者: Shi, Yujing Wang, Haicheng Li, Shanqiang Fujian Univ Technol Sch Comp Sci & Math Fuzhou Peoples R China
In response to the issues of large target scale variations and complex background environments in ship detection, this paper presents a single-stage ship detection algorithm named DrbLSK, which is an improvement on YO... 详细信息
来源: 评论
Lightweight cross-resolution coarse-to-fine network for efficient deformable medical image registration
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MEDICAL PHYSICS 2025年
作者: Liu, Jun Shen, Nuo Wang, Wenyi Li, Xiangyu Wang, Wei Yuan, Yongfeng Tian, Ye Luo, Gongning Wang, Kuanquan Harbin Inst Technol Sch Comp Sci & Technol Harbin Heilongjiang Peoples R China Harbin Inst Technol Shenzhen Sch Comp Sci & Technol Shenzhen Guangdong Peoples R China Harbin Med Univ Affiliated Hosp 1 Cardiovasc Inst Dept Cardiol Harbin Heilongjiang Peoples R China
BackgroundAccurate and efficient deformable medical image registration is crucial in medical image analysis. While recent deep learning-based registration methods have achieved state-of-the-art accuracy, they often su... 详细信息
来源: 评论
DBA-YOLO: A Lightweight Fire DetectionAlgorithm with structural Reparameterized Multiple Attention Mechanisms
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EARTH SCIENCE INFORMATICS 2025年 第2期18卷 1-15页
作者: Guan, Shiyu Zhao, Xiao He, Lifeng Shaanxi Univ Sci & Technol Coll Elect Informat & Artificial Intelligence Xian 710021 Peoples R China Aichi Prefectural Univ Grad Sch Informat Sci & Technol Nagakute Aichi 4801198 Japan
In response to the challenges of detecting smoke-like objects in fire scenes and fire detection under various natural lighting conditions, we propose an improved fire detection algorithm based on YOLOv7-Tiny, named DB... 详细信息
来源: 评论
DR-Block: Convolutional Dense reparameterization for CNN Generalization Free Improvement
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024年 第11期34卷 10618-10631页
作者: Yan, Qingqing Li, Shu He, Zongtao Hu, Mengxian Liu, Chengju Chen, Qijun Tongji Univ Robot & Artificial Intelligence Lab RAIL Shanghai 201804 Peoples R China
As an emerging and popular technique for boosting CNNs, structural reparameterization (SR) decouples the training and inference structures to alter the training dynamics and achieve cost-free improvement of a given ne... 详细信息
来源: 评论