search

ycjing / Neural-Style-Transfer-Papers

:pencil2: Neural Style Transfer: A Review
1.62k stars 270 forks source link

questions about style transfer #13

Open suke27 opened 4 years ago

suke27 commented 4 years ago

Hi, i have a question for style transfer. currently style transfer almost use BN/IN and gram matrix in train process, my question is that, is there any solution which use full convolution layer solution for style transfer?

ycjing commented 4 years ago

Hi @suke27 ,

I don't think so. Normalization layer is critical for the success of style transfer, as analyzed in our AAAI oral paper: https://arxiv.org/abs/1911.06953

ycjing commented 4 years ago

Hi @suke27,

Does it solve your problem?

suke27 commented 4 years ago

no, i want to remove BN or IN from my layer. because i can not do clip forward in case of BN and IN