[LG] LayoutPrompter: Awaken the Design Ability of Large Language Models
[LG] LayoutPrompter: Awaken the Design Ability of Large Language Models
- paper: https://arxiv.org/pdf/2311.06495
- github: https://github.com/microsoft/LayoutGeneration/tree/main/LayoutPrompter
- NeurIPS 2023 accepted (인용수: 9회, ‘24-07-02 기준)
- downstream task: Class aware Layout Generation
1. Motivation
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Graphic layout generation의 다양한 task들 (constraint-explicit (content-agnostic) layout generation, content-aware layout generation, text-to-layout )은 task specific하게 학습되어 unified 모델이 부족했음 $\to$ 실용성이 부족
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LLM을 leverage 삼아 prompt tuning만으로 해결해보자!
