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Layoutprompter: awaken the design ability of large language models
Conditional graphic layout generation, which automatically maps user constraints to high-
quality layouts, has attracted widespread attention today. Although recent works have …
quality layouts, has attracted widespread attention today. Although recent works have …
Graphic design with large multimodal model
In the field of graphic design, automating the integration of design elements into a cohesive
multi-layered artwork not only boosts productivity but also paves the way for the …
multi-layered artwork not only boosts productivity but also paves the way for the …
Posterllava: Constructing a unified multi-modal layout generator with llm
Layout generation is the keystone in achieving automated graphic design, requiring
arranging the position and size of various multi-modal design elements in a visually …
arranging the position and size of various multi-modal design elements in a visually …
Element-conditioned GAN for graphic layout generation
Layout guides the position and scale of design elements for desirable aesthetics and
effective demonstration. Recently, Generative Adversarial Networks (GANs) have proved …
effective demonstration. Recently, Generative Adversarial Networks (GANs) have proved …
Layoutdetr: detection transformer is a good multimodal layout designer
Graphic layout designs play an essential role in visual communication. Yet handcrafting
layout designs is skill-demanding, time-consuming, and non-scalable to batch production …
layout designs is skill-demanding, time-consuming, and non-scalable to batch production …
Smaller But Better: Unifying Layout Generation with Smaller Large Language Models
We propose LGGPT, an LLM-based model tailored for unified layout generation. First, we
propose Arbitrary Layout Instruction (ALI) and Universal Layout Response (ULR) as the …
propose Arbitrary Layout Instruction (ALI) and Universal Layout Response (ULR) as the …
GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts
J He, Y Wang, L Wang, H Lu, JY He, C Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Text logo design heavily relies on the creativity and expertise of professional designers, in
which arranging element layouts is one of the most important procedures. However, few …
which arranging element layouts is one of the most important procedures. However, few …
Multimodal Markup Document Models for Graphic Design Completion
This paper presents multimodal markup document models (MarkupDM) that can generate
both markup language and images within interleaved multimodal documents. Unlike …
both markup language and images within interleaved multimodal documents. Unlike …
Revision Matters: Generative Design Guided by Revision Edits
Layout design, such as user interface or graphical layout in general, is fundamentally an
iterative revision process. Through revising a design repeatedly, the designer converges on …
iterative revision process. Through revising a design repeatedly, the designer converges on …