The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE. (arXiv:2110.06794v2 [cs.HC] UPDATED)

Graphic design is ubiquitous in people's daily lives. For graphic design, the
most time-consuming task is laying out various components in the interface.
Repetitive manual layout design will waste a lot of time for professional
graphic designers. Existing templates are usually rudimentary and not suitable
for most designs, reducing efficiency and limiting creativity. This paper
implemented the Transformer model and conditional variational autoencoder
(CVAE) to the graphic design layout generation task. It proposed an end-to-end
graphic design layout generation model …

algorithm arxiv design transformer