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LiQiufu / WaveCNet

the code for WaveCNet
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Is the WResNet18_A and WResNet18_C code available? #2

Open Aki1017 opened 3 years ago

Aki1017 commented 3 years ago

Hello,I am so excited when I meet this paper. Especially the design of DWT and IDWT layer. And I am courious ahout the control experiment, like WResNet18_A and WResNet18_C. If that's alright, could you please upload the code of WResNet18_A and WResNet18_C. Thank you so much.

LiQiufu commented 3 years ago

Thank you for your attentions to our works! The code of WResNet_A and WResNet_C have been uploaded.

Aki1017 commented 3 years ago

Thank you so much !!!

Hoyeon-Ahn commented 3 years ago

I wonder. WResNet, WResNet_C and WResNet_A What is the difference between these three networks?

LiQiufu commented 3 years ago

All of them apply DWT to down-sample the internal data in deep networks. In the down-sampling, WResNet only keeps the low-frequency component output by DWT, and abandon the three high-frequency components. WResNet_C concatenates the four components output by DWT, and WResNet_A applies the average of four components as the down-sampling result.

Hoyeon-Ahn commented 3 years ago

Thank you very much, have a nice day!