AI RESEARCH

CPT: Controllable and Editable Design Variations with Language Models

arXiv CS.LG

ArXi:2604.04380v1 Announce Type: new Designing visually diverse and high-quality designs remains a manual, time-consuming process, limiting scalability and personalization in creative workflows. We present a system for generating editable design variations using a decoder-only language model, the Creative Pre-trained Transformer (CPT), trained to predict visual style attributes in design templates.