Explaining CNNs from the Frequency Domain Perspective

Explaining CNNs from the Frequency Domain Perspective

Link: https://www.zhihu.com/question/59532432/answer/1510340606 Editor: Deep Learning and Computer Vision Disclaimer: For academic sharing only, please delete if infringed Time domain convolution = frequency domain multiplication. Most of the computations in convolutional neural networks occur in the convolution part. How to think about convolutional neural networks from the perspective of the frequency domain? How to explain ResNet … Read more

Explaining CNNs From the Frequency Domain Perspective

Explaining CNNs From the Frequency Domain Perspective

Click on “Computer Vision Life” above, and select “Star” Quickly get the latest insights This article is compiled from Zhihu Q&A. If there is any infringement, please delete it. Editor丨Extreme City Platform Viewpoint 1 Author丨Ruo Yu I think the most enlightening work for me is by Xu Zhiqin from Shanghai Jiao Tong University. https://ins.sjtu.edu.cn/people/xuzhiqin/fprinciple/index.html His … Read more