Lishuai Gao

ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion

Current text-to-image models face challenges in visual text rendering: text encoders like CLIP and T5 lack glyph-level understanding and often struggle to distinguish between the specific words to be rendered and their intended semantic meaning within prompts. In addition, inconsistencies between th