BriefGPT.xyz
Mar, 2017
主动卷积:学习卷积形状进行图像分类
Active Convolution: Learning the Shape of Convolution for Image Classification
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Yunho Jeon, Junmo Kim
TL;DR
该论文提出了一种名为ACU的卷积单元,其形状可以通过反向传递的方式学习,具有比传统卷积单元更大的灵活性和更好的性能,可用于各种数据集和架构。
Abstract
In recent years,
deep learning
has achieved great success in many computer vision applications.
convolutional neural networks
(CNNs) have lately emerged as a major approach to
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