Visual text rendering poses a fundamental challenge for contemporary text-to-image
generation models, with the core problem lying in text encoder deficiencies. To achieve …

Recently, Glyph-ByT5 has achieved highly accurate visual text rendering performance in
graphic design images. However, it still focuses solely on English and performs relatively …

With the recent advancement in large language models (LLMs), there is a growing interest in
combining LLMs with multimodal learning. Previous surveys of multimodal large language …

This paper introduces a method for realistic kinetic typography that generates user-preferred
animatable “text content”. We draw on recent advances in guided video diffusion models to …

In the field of graphic design, automating the integration of design elements into a cohesive
multi-layered artwork not only boosts productivity but also paves the way for the …

While recent text-to-image models can generate photorealistic images from text prompts that
reflect detailed instructions, they still face significant challenges in accurately rendering …

Graphic designs are an effective medium for visual communication. They range from
greeting cards to corporate flyers and beyond. Off-late, machine learning techniques are …

Automatic generation of graphic designs has recently received considerable attention.
However, the state-of-the-art approaches are complex and rely on proprietary datasets …

Recent advancements in foundation models show promising capability in graphic design
generation. Several studies have started employing Large Multimodal Models (LMMs) to …

This paper describes an approach to teaching creative coding to design students. It may
respond to a situation where 'apprehension of automation replacement'from artificial …