Search Results for author: Jiawei Lin

Found 3 papers, 1 papers with code

From Elements to Design: A Layered Approach for Automatic Graphic Design Composition

no code implementations27 Dec 2024 Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian

Based on the planning results, it subsequently predicts element attributes that control the design composition in a layer-wise manner, and includes the rendered image of previously generated layers into the context.

LayoutPrompter: Awaken the Design Ability of Large Language Models

1 code implementation NeurIPS 2023 Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang

In this work, we propose LayoutPrompter, which leverages large language models (LLMs) to address the above problems through in-context learning.

In-Context Learning Layout Generation

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

no code implementations ICCV 2023 Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang

To model combined and incomplete constraints, we use a Transformer-based layout generation model and carefully design a way to represent constraints and layouts as sequences.

Layout Generation

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