Constrained Graphic Layout Generation via Latent Optimization

2 August 2021

Papers citing "Constrained Graphic Layout Generation via Latent Optimization"

50 / 65 papers shown

Title
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 26 0 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 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
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
Smaller But Better: Unifying Layout Generation with Smaller Large Language Models Peirong Zhang Jiaxin Zhang Jiahuan Cao Hongliang Li Lianwen Jin 55 0 0 21 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
FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout Yue Jiang C. Lutteroth R. Jain Christopher Tensmeyer Varun Manjunatha W. Stuerzlinger Vlad I. Morariu 28 1 0 20 Oct 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
TextLap: Customizing Language Models for Text-to-Layout Planning Jian Chen Ruiyi Zhang Yufan Zhou Jennifer Healey J. Gu Zhiqiang Xu Cheng Chen VLM 44 3 0 09 Oct 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
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 35 4 0 04 Sep 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
RoBus: A Multimodal Dataset for Controllable Road Networks and Building Layouts Generation Tao Li Ruihang Li Huangnan Zheng Shanding Ye Shijian Li Zhijie Pan 36 1 0 10 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 51 1 0 10 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
OpenCOLE: Towards Reproducible Automatic Graphic Design Generation Naoto Inoue Kento Masui Wataru Shimoda Kota Yamaguchi 29 8 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
Revision Matters: Generative Design Guided by Revision Edits Tao Li Chin-Yi Cheng Amber Xie Gang Li Yang Li 44 1 0 27 May 2024
CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion Chin-Yi Cheng Ruiqi Gao Forrest Huang Yang Li DiffM 36 2 0 18 May 2024
Leveraging Human Revisions for Improving Text-to-Layout Models Amber Xie Chin-Yi Cheng Forrest Huang Yang Li 35 1 0 16 May 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
Constrained Layout Generation with Factor Graphs Mohammed Haroon Dupty Yanfei Dong Sicong Leng Guoji Fu Yong Liang Goh Wei Lu Wee Sun Lee 3DV 42 4 0 30 Mar 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
Desigen: A Pipeline for Controllable Design Template Generation Haohan Weng Danqing Huang Yu Qiao Zheng Hu Chin-Yew Lin Tong Zhang Cheng Chen DiffM 19 14 0 14 Mar 2024
Demystifying Tacit Knowledge in Graphic Design: Characteristics, Instances, Approaches, and Guidelines Kihoon Son DaEun Choi Tae Soo Kim Juho Kim 11 7 0 10 Mar 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 19 16 0 08 Feb 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
cmaes : A Simple yet Practical Python Library for CMA-ES Masahiro Nomura Masashi Shibata 45 20 0 02 Feb 2024
Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin 37 4 0 29 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
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Daichi Horita Naoto Inoue Kotaro Kikuchi Kota Yamaguchi Kiyoharu Aizawa 3DV 14 12 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 34 22 0 11 Nov 2023
Dolfin: Diffusion Layout Transformers without Autoencoder Yilin Wang Zeyuan Chen Liangjun Zhong Zheng Ding Zhizhou Sha Zhuowen Tu 35 16 0 25 Oct 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
Towards the automation of book typesetting Sérgio M. Rebelo Tiago Martins Diogo R. Ferreira Artur Rebelo 14 1 0 22 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
Towards Diverse and Consistent Typography Generation Wataru Shimoda Daichi Haraguchi Seiichi Uchida Kota Yamaguchi 24 9 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 27 10 0 04 Sep 2023
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions J. Lin Jiaqi Guo Shizhao Sun Weijiang Xu Ting Liu Jian-Guang Lou Dongmei Zhang 3DV 22 12 0 24 Aug 2023
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation Leigang Qu Shengqiong Wu Hao Fei Liqiang Nie Tat-Seng Chua LM&Ro DiffM MLLM 35 88 0 09 Aug 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 33 15 0 19 Jul 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 34 53 0 04 May 2023
Towards Flexible Multi-modal Document Models Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 42 20 0 31 Mar 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 24 36 0 28 Mar 2023
Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation Chenchen Xu Min Zhou T. Ge Yuning Jiang Weiwei Xu 30 13 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 21 33 0 21 Mar 2023
Diffusion-based Document Layout Generation Liu He Yijuan Lu John Corring D. Florêncio Cha Zhang DiffM 28 21 0 19 Mar 2023