Unifying Layout Generation with a Decoupled Diffusion Model

9 March 2023

Papers citing "Unifying Layout Generation with a Decoupled Diffusion Model"

32 / 32 papers shown

Title
Generating Animated Layouts as Structured Text Representations Yeonsang Shin Jihwan Kim Yumin Song Kyungseung Lee Hyunhee Chung Taeyoung Na DiffM VGen 70 0 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 Jialin Gao 3DV AI4TS LRM 57 0 0 15 Apr 2025
Relation-Rich Visual Document Generator for Visual Information Extraction Zi-Han Jiang Chien-Wei Lin Wei-Hua Li Hsuan-Tung Liu Yi-Ren Yeh Chu-Song Chen 30 0 0 14 Apr 2025
From Fragment to One Piece: A Survey on AI-Driven Graphic Design Xingxing Zou Wen Zhang Nanxuan Zhao 56 0 0 24 Mar 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 34 0 0 01 Mar 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation Yifan Pu Yiming Zhao Zhicong Tang Ruihong Yin Haoxing Ye ... Ji Li Xiu Li Zheng Lian Gao Huang Baining Guo DiffM 62 2 0 25 Feb 2025
DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation Zhaoxing Gan Guangnan Ye DiffM 69 0 0 30 Nov 2024
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 69 1 0 18 Nov 2024
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception Zhiyuan Zhao Hengrui Kang Bin Wang Conghui He 32 10 0 16 Oct 2024
Multimodal Markup Document Models for Graphic Design Completion Kotaro Kikuchi Naoto Inoue Mayu Otani E. Simo-Serra Kota Yamaguchi VLM 34 4 0 27 Sep 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model Shoma Iwai Atsuki Osanai Shunsuke Kitada S. Omachi 3DV 22 2 0 25 Sep 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 46 5 0 27 Aug 2024
SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters Shohei Tanaka Hao Wang Yoshitaka Ushiku 27 0 0 29 Jul 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 28 2 0 22 Jul 2024
LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation Mayu Otani Naoto Inoue Kotaro Kikuchi Riku Togashi 3DV 39 4 0 17 Jul 2024
COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation Liu He Daniel G. Aliaga AI4TS 55 8 0 16 Jul 2024
DocSynthv2: A Practical Autoregressive Modeling for Document Generation Sanket Biswas R. Jain Vlad I. Morariu Jiuxiang Gu Puneet Mathur Curtis Wigington Tong Sun Josep Lladós 46 1 0 12 Jun 2024
PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM Tao Yang Yingmin Luo Zhongang Qi Yang Wu Ying Shan Chang Wen Chen 3DV MLLM 36 8 0 05 Jun 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 32 5 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 42 0 0 18 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 34 7 0 01 Apr 2024
LayoutFlow: Flow Matching for Layout Generation Julian Jorge Andrade Guerreiro Naoto Inoue Kento Masui Mayu Otani Hideki Nakayama DiffM 36 7 0 27 Mar 2024
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints Jian Chen Ruiyi Zhang Yufan Zhou Rajiv Jain Zhiqiang Xu Ryan A. Rossi Changyou Chen DiffM 47 12 0 07 Feb 2024
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal DiffM 29 2 0 02 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 15 1 0 14 Dec 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models Jiawei Lin Jiaqi Guo Shizhao Sun Z. Yang Jian-Guang Lou Dongmei Zhang VLM 34 22 0 11 Nov 2023
UI Layout Generation with LLMs Guided by UI Grammar Yuwen Lu Ziang Tong Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 33 11 0 24 Oct 2023
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Zecheng Tang Chenfei Wu Juntao Li Nan Duan 3DV 28 9 0 18 Sep 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 25 21 0 15 Jun 2023
Boosting GUI Prototyping with Diffusion Models Jialiang Wei A. Courbis Thomas Lambolais Binbin Xu P. Bernard Gérard Dray DiffM 24 22 0 09 Jun 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 24 6 0 19 Dec 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022