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Compact Image-Style Transfer: Channel Pruning on the Single Training of a Network

Recent image-style transfer methods use the structure of a VGG feature network to encode and decode the feature map of the image. Since the network is designed for the general image-classification task, it has a number of channels and, accordingly, requires a huge amount of memory and high computati...

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Detalles Bibliográficos
Autores principales: Kim, Minseong, Choi, Hyun-Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653671/
https://www.ncbi.nlm.nih.gov/pubmed/36366125
http://dx.doi.org/10.3390/s22218427