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Apr, 2023
FreConv: 频率分支和集成卷积网络
FreConv: Frequency Branch-and-Integration Convolutional Networks
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Zhaowen Li, Xu Zhao, Peigeng Ding, Zongxin Gao, Yuting Yang...
TL;DR
本文提出了FreConv模块,用于利用数据集中包含的频率信息来增强网络的性能,并在各种任务中实验结果表明,装备了FreConv的网络始终优于现有的基线模型。
Abstract
Recent researches indicate that utilizing the
frequency information
of input data can enhance the performance of networks. However, the existing popular
convolutional structure
is not designed specifically for ut
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