Contrastive learning based vision-language joint pre-training has emerged as a successful
representation learning strategy. In this paper, we present a prototype representation …

A word-as-image is a semantic typography technique where a word illustration presents a
visualization of the meaning of the word, while also preserving its readability. We present a …

Artistic text generation aims to amplify the aesthetic qualities of text while maintaining
readability. It can make the text more attractive and better convey its expression, thus …

Automatic layout generation that can synthesize high-quality layouts is an important tool for
graphic design in many applications. Though existing methods based on generative models …

Recently text-guided scalable vector graphics (SVGs) synthesis has shown promise in
domains such as iconography and sketch. However existing text-to-SVG generation …

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 …

Semantic typographic logos harmoniously blend typeface and imagery to represent
semantic concepts while maintaining legibility. Conventional methods using spatial …

In this work, we consider the typography generation task that aims at producing diverse
typographic styling for the given graphic document. We formulate typography generation as …

Graphic layout designs play an essential role in visual communication. Yet handcrafting
layout designs is skill-demanding, time-consuming, and non-scalable to batch production …