Advertising posters, a form of information presentation, combine visual and linguistic
modalities. Creating a poster involves multiple steps and necessitates design experience …

In the process of graphic layout generation, user specifications including element attributes
and their relationships are commonly used to constrain the layouts (eg,“put the image above …

Text design is one of the most critical procedures in poster design, as it relies heavily on the
creativity and expertise of humans to design text images considering the visual harmony and …

Graphic design is an effective language for visual communication. Using complex
composition of visual elements (eg, shape, color, font) guided by design principles and …

Layout generation is a critical step in graphic design to achieve meaningful compositions of
elements. Most previous works view it as a sequence generation problem by concatenating …

Templates serve as a good starting point to implement a design (eg banner slide) but it takes
great effort from designers to manually create. In this paper we present Desigen an …

Graphic Layout Generation focuses on providing layout references for various visual design
tasks, such as advertisement design and poster design. Researchers have conducted …

As a critical component in graphic design, artistic posters are widely applied in the
advertising and entertainment industry, thus the automatic poster creation from user …