Structured Prompts Follow Linear Scaling Law in Visual Generation

New research shows that longer natural language prompts do not stably improve visual generation. Instead, structured prompts follow a linear scaling law, offering better and more predictable control over diffusion models.

2026-08-03 ~ 2026-08-04 · 2 related posts

• Linear Scaling Law: Structured Prompts Systematically Improve Visual Generation — Zilong Chen · 2026-08-03
• Text conditioning scaling paper adds structured prompts to improve visual generation — shangbinfeng · 2026-08-04