Learning feature relationships in CNN model via relational embedding convolution layer.

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第一作者： Shengzhou,Xiong

第一单位： School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: xiongshengzhou@126.com.

作者： Shengzhou,Xiong ^[1] ; Yihua,Tan ^[2] ; Guoyou,Wang ^[3] ; Pei,Yan ^[4] ; Xuanyu,Xiang ^[5]

作者单位： School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: xiongshengzhou@126.com. ^[1] School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: yhtan@hust.edu.cn. ^[2] School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: gywang@hust.edu.cn. ^[3] School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: laoyandujiang@163.com. ^[4] School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China; National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan, 430074, China. Electronic address: xuanyuxiang22@gmail.com. ^[5]

关键词 Convolutional neural network Domain generalization Feature relation learning Inference acceleration Interpretability Noise robustness

主题词人类(Humans);算法(Algorithms)

DOI 10.1016/j.neunet.2024.106510

PMID 39024707

发布时间 2024-09-17

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Learning feature relationships in CNN model via relational embedding convolution layer.

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Learning feature relationships in CNN model via relational embedding convolution layer.

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