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Yes, they are similar. A recent paper (https://arxiv.org/pdf/1911.05920.pdf) discusses the differences between WN, CWN, and WS (and proposes improved methods). Please take a look to see if it helps.
Hi @joe-siyuan-qiao,
Thanks for the reference! (Added to my reading list)
In this case I think it would be necessary to update/improve your WS paper with a similar (but maybe shorter) discussion, which would help future confused readers like me. Thanks.
Hi,
I just came across this ICCV'17 paper: Centered Weight Normalization in Accelerating Training of Deep Neural Networks, which appears to propose a very similar if not the same method.
Would you have any comments on this? My apologies if I missed something...
Best regards.
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