Manga Generation via Layout-controllable Diffusion

Understand

Generating comics through text is widely studied.

• However, there are few studies on generating multi-panel Manga (Japanese comics) solely based on plain text.
• Japanese manga contains multiple panels on a single page, with characteristics such as coherence in storytelling, reasonable and diverse page layouts, consistency in characters, and semantic correspondence between panel drawings and panel scripts.
• Therefore, generating manga poses a significant challenge.