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Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs

30 April 2022

Papers citing "Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs"

35 / 35 papers shown

Title
LayoutRectifier: An Optimization-based Post-processing for Graphic Design Layout Generation I-Chao Shen Ariel Shamir Takeo Igarashi 44 0 0 15 Aug 2025
Uni-Layout: Integrating Human Feedback in Unified Layout Generation and Evaluation Shuo Lu Yanyin Chen Wei Feng Jiahao Fan F. Li Zheng Zhang Jingjing Lv Junjie Shen Ching Law Jian Liang OffRL 36 3 0 04 Aug 2025
CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation Zhao Zhang Yutao Cheng Dexiang Hong Maoke Yang Gonglei Shi Lei Ma H. Zhang Jie Shao Xinglong Wu DiffM 183 1 0 12 Jun 2025
Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design HsiaoYuan Hsu Yuxin Peng DiffM 59 0 0 27 May 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 139 2 0 06 May 2025
Generating Animated Layouts as Structured Text Representations Yeonsang Shin Jihwan Kim Yumin Song Kyungseung Lee Hyunhee Chung Taeyoung Na DiffM VGen 133 1 0 02 May 2025
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation Hengyu Shi Junhao Su Huansheng Ning Xiaoming Wei AI4TS 3DV LRM 133 2 0 15 Apr 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models Sohan Patnaik Rishabh Jain Balaji Krishnamurthy Mausoom Sarkar 108 0 0 01 Mar 2025
T-Stars-Poster: A Framework for Product-Centric Advertising Image Design Hongyu Chen Min Zhou Jing Jiang Jiale Chen Yang Lu Bo Xiao Bo Xiao Tiezheng Ge Bo Zheng DiffM VLM 181 1 0 24 Jan 2025
GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts Junwen He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Chong Li Hanyuan Chen Jin-Peng Lan Bin Luo Yifeng Geng 126 1 0 18 Nov 2024
Neural Contrast: Leveraging Generative Editing for Graphic Design Recommendations Marian Lupascu Ionut Mironica Mihai-Sorin Stupariu DiffM 83 0 0 26 Sep 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model Shoma Iwai Atsuki Osanai Shunsuke Kitada S. Omachi 3DV 68 3 0 25 Sep 2024
WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation Zirui Shao Feiyu Gao Hangdi Xing Zepeng Zhu Zhi Yu Jiajun Bu Qi Zheng Cong Yao 85 4 0 22 Jul 2024
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior Chenguo Lin Yuchen Lin Panwang Pan Xuanyang Zhang Yadong Mu 3DV 173 2 0 10 Jul 2024
PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM Tao Yang Yingmin Luo Chen Ma Yang Wu Ying Shan Chang Wen Chen 3DV MLLM 112 20 0 05 Jun 2024
CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion Chin-Yi Cheng Ruiqi Gao Forrest Huang Yang Li DiffM 86 3 0 18 May 2024
Graphic Design with Large Multimodal Model Yutao Cheng Zhao Zhang Maoke Yang Hui Nie Chunyuan Li Xinglong Wu Jie Shao 126 19 0 22 Apr 2024
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation Tianyi Liang Jiangqi Liu Sicheng Song Shiqi Jiang Yifei Huang Changbo Wang Chenhui Li 271 1 0 18 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 122 18 0 01 Apr 2024
Desigen: A Pipeline for Controllable Design Template Generation Haohan Weng Danqing Huang Yu Qiao Zheng Hu Chin-Yew Lin Tong Zhang Chong Chen DiffM 81 19 0 14 Mar 2024
Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin 90 4 0 29 Jan 2024
A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model Hao Yang Jianxin Yuan Shuai Yang Linhe Xu Shuo Yuan Yifan Zeng 89 16 0 17 Jan 2024
Planning and Rendering: Towards End-to-End Product Poster Generation Zhaochen Li Fengheng Li Wei Feng Honghe Zhu An Liu ... Xin Zhu Jun-Jun Shen Zhangang Lin Jingping Shao Zhenglu Yang DiffM 82 5 0 14 Dec 2023
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Daichi Horita Naoto Inoue Kotaro Kikuchi Kota Yamaguchi Kiyoharu Aizawa 3DV 119 25 0 22 Nov 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models Jiawei Lin Jiaqi Guo Shizhao Sun Z. Yang Jian-Guang Lou Dongmei Zhang VLM 116 30 0 11 Nov 2023
Towards Diverse and Consistent Typography Generation Wataru Shimoda Daichi Haraguchi Seiichi Uchida Kota Yamaguchi 101 10 0 05 Sep 2023
A Survey for Graphic Design Intelligence Danqing Huang Jiaqi Guo Shizhao Sun Hanling Tian Jieru Lin Zheng Hu Chin-Yew Lin Jian-Guang Lou Dongmei Zhang 99 11 0 04 Sep 2023
TextPainter: Multimodal Text Image Generation with Visual-harmony and Text-comprehension for Poster Design Yifan Gao Jinpeng Lin Min Zhou Chuanbin Liu Hongtao Xie Bo Xiao Yuning Jiang 96 16 0 09 Aug 2023
AutoPoster: A Highly Automatic and Content-aware Design System for Advertising Poster Generation Jinpeng Lin Min Zhou Ye Ma Yifan Gao Chenxi Fei Yang Chen Zhang Yu Bo Xiao 60 32 0 02 Aug 2023
Relation-Aware Diffusion Model for Controllable Poster Layout Generation Fengheng Li An Liu Wei Feng Honghe Zhu Yaoyu Li ... Jingjing Lv Xin Zhu Jun-Jun Shen Zhangang Lin Jingping Shao 98 29 0 15 Jun 2023
PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout Hsiao-An Hsu Xiangteng He Yuxin Peng Hao-Song Kong Qing Zhang DiffM 63 45 0 28 Mar 2023
Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation Chenchen Xu Min Zhou Bo Xiao Yuning Jiang Weiwei Xu 107 16 0 25 Mar 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models Junyi Zhang Jiaqi Guo Shizhao Sun Jian-Guang Lou Dongmei Zhang DiffM 79 42 0 21 Mar 2023
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion Ching-Yi Cheng Forrest Huang Gang Li Yang Li DiffM 95 33 0 27 Jan 2023
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer Ning Yu Chia-Chih Chen Zeyuan Chen Rui Meng Ganglu Wu P. Josel Juan Carlos Niebles Caiming Xiong Ran Xu ViT DiffM 104 10 0 19 Dec 2022