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

25 May 2025

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

50 / 98 papers shown

Title
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 122 3 0 29 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu Songtao Zhao Jian Zhang Qian He Xinglong Wu 88 2 0 23 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 105 4 0 10 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering Y. Gao Zihang Lin Chuanbin Liu Min Zhou T. Ge Bo Zheng Hongtao Xie DiffM 56 2 0 09 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 95 8 0 02 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 54 1 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 94 2 0 26 Mar 2025
DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis Yongjin Choi Chanhun Park Seung Jun Baek DiffM 68 2 0 22 Mar 2025
MagicColor: Multi-Instance Sketch Colorization Yize Zhang Yue Ma Bingyuan Wang Qifeng Chen Zeyu Wang DiffM 90 1 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 72 1 0 20 Mar 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation Haoyu Chen Xiaojie Xu Wenbo Li Jingjing Ren Tian Ye Songhua Liu Ying Chen Lei Zhu Xinchao Wang DiffM 75 3 0 19 Mar 2025
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 141 1 0 17 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 89 2 0 17 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 98 3 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 81 2 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 ... Qi Zhang Yuwei Zhang Shijia Zhao Jianchao Yang Weilin Huang DiffM VLM 81 9 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 76 3 0 09 Mar 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models Zhendong Wang Jianmin Bao Shuyang Gu Dong Chen Wengang Zhou Haoyang Li DiffM 67 1 0 03 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 88 3 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 91 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 69 1 0 07 Feb 2025
Diffusion Self-Distillation for Zero-Shot Customized Image Generation Shengqu Cai Eric Ryan Chan Yunzhi Zhang Leonidas Guibas Jiajun Wu Gordon Wetzstein 111 11 0 27 Nov 2024
One Diffusion to Generate Them All Duong H. Le Tuan Pham Sangho Lee Christopher Clark Aniruddha Kembhavi Stephan Mandt Ranjay Krishna Jiasen Lu VLM 100 7 0 25 Nov 2024
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator Chaehun Shin Jooyoung Choi Heeseung Kim Sungroh Yoon DiffM 111 11 0 23 Nov 2024
AnyText2: Visual Text Generation and Editing With Customizable Attributes Yuxiang Tuo Yifeng Geng Liefeng Bo VLM 112 9 0 22 Nov 2024
Training-free Regional Prompting for Diffusion Transformers Anthony Chen Jianjin Xu Wenzhao Zheng Gaole Dai Yun Wang Renrui Zhang Haofan Wang Shanghang Zhang VLM 65 4 0 04 Nov 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation Phillip Y. Lee Taehoon Yoon Minhyuk Sung 92 7 1 27 Oct 2024
Group Diffusion Transformers are Unsupervised Multitask Learners Lianghua Huang Wei Wang Zhi-Fan Wu Huanzhang Dou Yupeng Shi Yutong Feng C. Liang Yu Liu Jingren Zhou VLM 83 13 0 19 Oct 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation Bo Cheng Yuhang Ma Liebucha Wu Shanyuan Liu Ao Ma Xiaoyu Wu Dawei Leng Yuhui Yin DiffM 38 10 0 18 Oct 2024
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer Zhen Han Zeyinzi Jiang Yulin Pan Jingfeng Zhang Chaojie Mao Chenwei Xie Yu Liu Jingren Zhou DiffM 50 19 0 30 Sep 2024
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation Qihan Huang Siming Fu Jinlong Liu Hao Jiang Yipeng Yu Jie Song 41 9 0 26 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 94 75 0 17 Sep 2024
Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models Bingchen Liu Ehsan Akhgari Alexander Visheratin Aleks Kamko Linmiao Xu Shivam Shrirao Joao Souza Suhail Doshi Daiqing Li Daiqing Li DiffM MLLM 54 56 0 16 Sep 2024
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 78 6 0 09 Sep 2024
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 76 21 0 12 Aug 2024
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation Yu Zeng Vishal M. Patel Haochen Wang Xun Huang Ting-Chun Wang Xuan Li Yogesh Balaji DiffM 46 20 0 08 Jul 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 111 8 0 02 Jul 2024
AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation Yanan Sun Yanchen Liu Yinhao Tang Wenjie Pei Kai Chen DiffM 60 10 0 27 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 71 50 0 11 Jun 2024
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding Canyu Zhao Wen Wang Zhen Yang Zide Liu Hao Chen Chunhua Shen DiffM 56 22 0 22 May 2024
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Zhimin Li Jianwei Zhang Qin Lin Jiangfeng Xiong Yanxin Long ... Wei Liu Dingyong Wang Yong Yang Jie Jiang Qinglin Lu ViT 87 105 0 14 May 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 55 87 0 09 May 2024
Graphic Design with Large Multimodal Model Yutao Cheng Zhao Zhang Maoke Yang Hui Nie Chunyuan Li Xinglong Wu Jie Shao 76 13 0 22 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 124 25 0 22 Apr 2024
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model Han Lin Jaemin Cho Abhaysinh Zala Mohit Bansal DiffM VGen 87 25 0 15 Apr 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation Kunpeng Song Yizhe Zhu Bingchen Liu Qing Yan A. Elgammal Xiao Yang DiffM 48 20 0 08 Apr 2024
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation Omer Dahary Or Patashnik Kfir Aberman Daniel Cohen-Or DiffM 52 30 0 25 Mar 2024
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering Zeyu Liu Weicong Liang Zhanhao Liang Chong Luo Ji Li Gao Huang Yuhui Yuan DiffM 81 31 0 14 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 43 17 0 06 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 210 1,244 0 05 Mar 2024