NSTProblematic - guillaumedescoteauxisabelle/ma-biblio GitHub Wiki

( Gatys-et-al-2016)

Rendering the semantic content of an image in different styles is a difficult image processing task.

( Sanakoyeu-et-al-2018)

[...] much of this research has aimed at speeding up processing, the approaches are still lacking from a principled, art historical standpoint: a style is more than just a single image or an artist, but previous work is limited to only a single instance of a style or shows no benefit from more image.  (Sanakoyeu et al., 2018)

[...] pre-trained on ImageNet, [...] can introduce an extra bias, since it has been assembled without artistic consideration.  (Sanakoyeu et al., 2018)