CanvasVAE: Learning to Generate Vector Graphic Documents

3 August 2021

Papers citing "CanvasVAE: Learning to Generate Vector Graphic Documents"

49 / 49 papers shown

Title
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 108 0 0 12 Jun 2025
Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation Jiongchao Jin Shengchu Zhao Dajun Chen Wei Jiang Yong Li 47 0 0 26 May 2025
Generating Animated Layouts as Structured Text Representations Yeonsang Shin Jihwan Kim Yumin Song Kyungseung Lee Hyunhee Chung Taeyoung Na DiffM VGen 108 0 0 02 May 2025
MG-Gen: Single Image to Motion Graphics Generation with Layer Decomposition Takahiro Shirakawa Tomoyuki Suzuki Daichi Haraguchi VGen 130 0 0 03 Apr 2025
From Fragment to One Piece: A Survey on AI-Driven Graphic Design Xingxing Zou Wen Zhang Nanxuan Zhao 141 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 87 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 127 5 0 25 Feb 2025
DOGE: Towards Versatile Visual Document Grounding and Referring Yinan Zhou Yuxin Chen Haokun Lin Shuyu Yang Li Zhu Zhongang Qi Chen Ma Ying Shan ObjD 157 4 0 26 Nov 2024
Design-o-meter: Towards Evaluating and Refining Graphic Designs Sahil Goyal Abhinav Mahajan Swasti Mishra Prateksha Udhayanan Tripti Shukla K. J. Joseph Balaji Vasan Srinivasan 128 1 0 22 Nov 2024
AutoGameUI: Constructing High-Fidelity Game UIs via Multimodal Learning and Interactive Web-Based Tool Zhongliang Tang Mengchen Tan Fei Xia Qingrong Cheng Hao Jiang Yize Zhang 53 0 0 06 Nov 2024
DeepIcon: A Hierarchical Network for Layer-wise Icon Vectorization Qi Bing Chaoyi Zhang Weidong Cai 92 0 0 21 Oct 2024
TextLap: Customizing Language Models for Text-to-Layout Planning Jian Chen Ruiyi Zhang Yufan Zhou Jennifer Healey J. Gu Zhiqiang Xu Chong Chen VLM 126 3 0 09 Oct 2024
Multimodal Markup Document Models for Graphic Design Completion Kotaro Kikuchi Naoto Inoue Mayu Otani E. Simo-Serra Kota Yamaguchi VLM 105 4 0 27 Sep 2024
Neural Contrast: Leveraging Generative Editing for Graphic Design Recommendations Marian Lupascu Ionut Mironica Mihai-Sorin Stupariu DiffM 66 0 0 26 Sep 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model Shoma Iwai Atsuki Osanai Shunsuke Kitada S. Omachi 3DV 53 2 0 25 Sep 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 93 6 0 27 Aug 2024
Fast Sprite Decomposition from Animated Graphics Tomoyuki Suzuki Kotaro Kikuchi Kota Yamaguchi 76 1 0 07 Aug 2024
SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters Shohei Tanaka Hao Wang Yoshitaka Ushiku 59 2 0 29 Jul 2024
LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation Mayu Otani Naoto Inoue Kotaro Kikuchi Riku Togashi 3DV 67 5 0 17 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 71 1 0 12 Jun 2024
OpenCOLE: Towards Reproducible Automatic Graphic Design Generation Naoto Inoue Kento Masui Wataru Shimoda Kota Yamaguchi 86 10 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 76 13 0 05 Jun 2024
CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion Chin-Yi Cheng Ruiqi Gao Forrest Huang Yang Li DiffM 72 2 0 18 May 2024
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models Wanrong Zhu Jennifer Healey Ruiyi Zhang William Y. Wang Tong Sun 3DV 46 2 0 23 Apr 2024
DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin VLM MLLM 62 3 0 23 Apr 2024
Graphic Design with Large Multimodal Model Yutao Cheng Zhao Zhang Maoke Yang Hui Nie Chunyuan Li Xinglong Wu Jie Shao 98 15 0 22 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 78 11 0 01 Apr 2024
LayoutFlow: Flow Matching for Layout Generation Julian Jorge Andrade Guerreiro Naoto Inoue Kento Masui Mayu Otani Hideki Nakayama DiffM 70 8 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 Chong Chen DiffM 67 17 0 14 Mar 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation Hao Tang Ling Shao N. Sebe Luc Van Gool 90 6 0 15 Jan 2024
COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design Peidong Jia Chenxuan Li Yuhui Yuan Zeyu Liu Yichao Shen ... Dong Chen Ji Li Xiaodong Xie Shanghang Zhang Baining Guo 65 8 0 28 Nov 2023
Dolfin: Diffusion Layout Transformers without Autoencoder Yilin Wang Zeyuan Chen Liangjun Zhong Zheng Ding Zhizhou Sha Zhuowen Tu 114 17 0 25 Oct 2023
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Zecheng Tang Chenfei Wu Juntao Li Nan Duan 3DV 85 9 0 18 Sep 2023
Towards Diverse and Consistent Typography Generation Wataru Shimoda Daichi Haraguchi Seiichi Uchida Kota Yamaguchi 72 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 77 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 86 12 0 24 Aug 2023
Multimodal Color Recommendation in Vector Graphic Documents Qianru Qiu Xueting Wang Mayu Otani 51 5 0 08 Aug 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 82 56 0 04 May 2023
Towards Flexible Multi-modal Document Models Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 81 22 0 31 Mar 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models Junyi Zhang Jiaqi Guo Shizhao Sun Jian-Guang Lou Dongmei Zhang DiffM 64 35 0 21 Mar 2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi DiffM 105 108 0 14 Mar 2023
Unifying Layout Generation with a Decoupled Diffusion Model Mude Hui Zhizheng Zhang Xiaoyi Zhang Wenxuan Xie Yuwang Wang Yan Lu DiffM 43 40 0 09 Mar 2023
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion Ching-Yi Cheng Forrest Huang Gang Li Yang Li DiffM 69 29 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 92 8 0 19 Dec 2022
Color Recommendation for Vector Graphic Documents based on Multi-Palette Representation Qianru Qiu Xueting Wang Mayu Otani Yuki Iwazaki VLM 62 8 0 22 Sep 2022
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction Zhaoyun Jiang Jiaqi Guo Shizhao Sun Huayu Deng Zhongkai Wu V. Mijović Z. Yang Jian-Guang Lou Dongmei Zhang 97 39 0 17 Aug 2022
VectorMapNet: End-to-end Vectorized HD Map Learning Yicheng Liu Tianyuan Yuan Yue Wang Yilun Wang Hang Zhao 155 198 0 17 Jun 2022
A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility Andrea Burns Deniz Arsan Sanjna Agrawal Ranjitha Kumar Kate Saenko Bryan A. Plummer 120 65 0 04 Feb 2022
BLT: Bidirectional Layout Transformer for Controllable Layout Generation X. Kong Lu Jiang Huiwen Chang Han Zhang Yuan Hao Haifeng Gong Irfan Essa 116 79 0 09 Dec 2021