Papers citing 'CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design'

Title
PosterGen: Aesthetic-Aware Paper-to-Poster Generation via Multi-Agent LLMs Zhilin Zhang Xiang Zhang Jiaqi Wei Yiwei Xu Chenyu You MLLM 14 0 0 24 Aug 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Yue Yang DiffM 211 32 0 29 Apr 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 184 12 0 10 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering Y. Gao Zihang Lin Chuanbin Liu Min Zhou Bo Xiao Bo Zheng Hongtao Xie DiffM 171 11 0 09 Apr 2025
Multi-party Collaborative Attention Control for Image Customization Han Yang Chuanguang Yang Qiuli Wang Zhulin An Weilun Feng Libo Huang Yongjun Xu DiffM 188 2 0 02 Apr 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Shaojin Wu Mengqi Huang Wenxu Wu Yufeng Cheng Fei Ding Qian He DiffM 147 30 0 02 Apr 2025
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation Yuyang Peng Shishi Xiao Keming Wu Qisheng Liao Bohan Chen Kevin Lin Danqing Huang Ji Li Yuhui Yuan DiffM 181 6 0 26 Mar 2025
DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis Yongjin Choi Chanhun Park Seung Jun Baek DiffM 88 2 0 22 Mar 2025
Follow-Your-Color: Multi-Instance Sketch Colorization Yize Zhang Yue Ma Bingyuan Wang Qifeng Chen Zeyu Wang DiffM 194 9 0 21 Mar 2025
Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model Yingmao Miao Zhanpeng Huang Rui Han Zibin Wang Chenhao Lin Chao Shen DiffM 144 2 0 20 Mar 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation Zhaodong Sun Xiaojie Xu Wenbo Li Jingjing Ren Tian Ye Songhua Liu Pengcheng Chen Lei Zhu Xinchao Wang DiffM 167 15 0 19 Mar 2025
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing Yaowei Li Lingen Li Zhaoyang Zhang Xiaoyu Li Guangzhi Wang Hongxiang Li Xiaodong Cun Ying Shan Yuexian Zou DiffM 139 2 0 17 Mar 2025
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 275 6 0 17 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 178 11 0 16 Mar 2025
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer Haoxuan Wang Jinlong Peng Qu He Hao Yang Ying Jin ... Yanjie Pan Zhenye Gan M. Chi Bo Peng Yun Wang DiffM 153 8 0 12 Mar 2025
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model Lixue Gong Xiaoxia Hou Fanshi Li Liang Li Xiaochen Lian ... Tao Gui Yuwei Zhang Shijia Zhao Jianchao Yang Weilin Huang DiffM VLM 159 18 0 10 Mar 2025
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation Yanjie Pan Qu He Zhengkai Jiang P. Xu Chaoyi Wang ... Yun Cao Zhenye Gan M. Chi Bo Peng Yun Wang DiffM 149 4 0 09 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 174 10 0 25 Feb 2025
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models Hongji Yang Wencheng Han Yucheng Zhou Jianbing Shen DiffM AI4CE 148 2 0 20 Feb 2025
Multitwine: Multi-Object Compositing with Text and Layout Control Gemma Canet Tarrés Zhe Lin Zhifei Zhang He Zhang Andrew Gilbert John Collomosse Seunggeun Kim DiffM SyDa 100 2 0 07 Feb 2025
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image Customization Nan Chen Mengqi Huang Zhuowei Chen Yang Zheng Lei Zhang Zhendong Mao DiffM 211 7 0 09 Sep 2024
GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models Jian Ma Yonglin Deng Chen Chen H. Lu Zhenyu Yang Zhenyu Yang VLM DiffM 278 19 0 02 Jul 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 230 68 0 11 Jun 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 317 36 0 22 Apr 2024