RealDiffusion: Physics-informed Attention for Multi-character Storybook Generation

ArXi:2605.11927v1 Announce Type: new While modern diffusion models excel at generating diverse single images, extending this to sequential generation reveals a fundamental challenge: balancing narrative dynamism with multi-character coherence. Existing methods often falter at this trade-off, leading to artifacts where characters lose their identity or the story stagnates. To resolve this critical tension, we