TextDiffuser: Diffusion Models as Text Painters

18 May 2023

Papers citing "TextDiffuser: Diffusion Models as Text Painters"

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Title
The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Tianjiao Cao Jiahao Lyu Weichao Zeng Weimin Mu Yu Zhou 7 0 0 21 May 2025
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images? Maoyuan Ye Jing Zhang Juhua Liu Bo Du Dacheng Tao LRM 4 0 0 18 May 2025
Towards Self-Improvement of Diffusion Models via Group Preference Optimization Renjie Chen Wenfeng Lin Yichen Zhang Jiangchuan Wei Boyuan Liu Chao Feng Jiao Ran Mingyu Guo 17 0 0 16 May 2025
HDGlyph: A Hierarchical Disentangled Glyph-Based Framework for Long-Tail Text Rendering in Diffusion Models Shuhan Zhuang Mengqi Huang Fengyi Fu Nan Chen Bohan Lei Zhendong Mao DiffM 40 0 0 10 May 2025
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Yongqian Li Jiaheng Liu Xihuai Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 75 0 0 08 May 2025
GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing Tong Wang Ting Liu Xiaochao Qu Chengjing Wu Luoqi Liu Xiaolin Hu DiffM 62 0 0 08 May 2025
T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models Xuyang Guo Jiayan Huo Zhenmei Shi Zhao Song Jiahao Zhang Jiale Zhao VGen 237 0 0 08 May 2025
FLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing Rui Lan Y. Bai Xu Duan Mingxing Li Lei Sun Xiaowen Chu DiffM 206 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Jiahui Geng Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
Visual Text Processing: A Comprehensive Review and Unified Evaluation Yan Shu Weichao Zeng Fangmin Zhao Zeyu Chen Feiyu Xiong ... Paolo Rota Xiang Bai Lianwen Jin Xu-Cheng Yin N. Sebe CoGe 66 0 0 30 Apr 2025
RepText: Rendering Visual Text via Replicating Haozhao Wang Yongjun Xu Yongqian Li Jiajun Li Chaowei Zhang Jingchao Wang Kejia Yang Z. Chen VLM 66 0 0 28 Apr 2025
Point-Driven Interactive Text and Image Layer Editing Using Diffusion Models Zhenyu Yu Mohd Yamani Idna Idris Pei Wang Yuelong Xia DiffM 31 0 0 18 Apr 2025
ViMo: A Generative Visual GUI World Model for App Agents Dezhao Luo Bohan Tang Kang Li Georgios Papoudakis Jifei Song S. Gong Haifeng Zhang Jun Wang Kun Shao LM&Ro VGen 53 0 0 15 Apr 2025
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes Nikai Du Zhennan Chen Zheyu Chen Shan Gao Xi Chen Zhengkai Jiang Jian Yang Ying Tai DiffM 51 0 0 30 Mar 2025
LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis Jike Zhong Qilong Wu Xinyue Li Bo Zhang Ming Li ... Houqiang Li Yu Qiao Peng Gao Bin Fu Zhen Li EGVM 50 0 0 27 Mar 2025
Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models Alex Jinpeng Wang Linjie Li Zheng Yang Lijuan Wang Min Li DiffM 73 0 0 26 Mar 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 82 1 0 26 Mar 2025
From Fragment to One Piece: A Survey on AI-Driven Graphic Design Xingxing Zou Wen Zhang Nanxuan Zhao 59 0 0 24 Mar 2025
TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark Forouzan Fallah Maitreya Patel Agneet Chatterjee Vlad I. Morariu Chitta Baral Yezhou Yang CoGe 67 0 0 17 Mar 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models Zhendong Wang Jianmin Bao Shuyang Gu Dong Chen Wengang Zhou Houqiang Li DiffM 53 0 0 03 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025
Precise Parameter Localization for Textual Generation in Diffusion Models Łukasz Staniszewski Bartosz Cywiñski Franziska Boenisch Kamil Deja Adam Dziedzic DiffM 247 0 0 17 Feb 2025
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations Bowen Jiang Yuan Yuan Xinyi Bai Zhuoqun Hao Alyson Yin Yaojie Hu Wenyu Liao Lyle Ungar Camillo J Taylor DiffM 58 1 0 16 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 67 1 0 03 Feb 2025
Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation Minxing Luo Zixun Xia L. Chen Zhenhang Li Weichao Zeng Jize Wang Wentao Cheng Yaxing Wang Yu Zhou Jian Yang DiffM 57 1 0 10 Jan 2025
SceneVTG++: Controllable Multilingual Visual Text Generation in the Wild Jiawei Liu Yuanzhi Zhu Feiyu Gao Zheng Yang P. Wang Junyang Lin Xihuai Wang Wenyu Liu DiffM 45 0 0 08 Jan 2025
Hierarchical Vision-Language Alignment for Text-to-Image Generation via Diffusion Models Emily Johnson Noah Wilson VLM 62 0 0 03 Jan 2025
CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder Lichen Ma Tiezhu Yue Pei Fu Yujie Zhong Kai Zhou Xiaoming Wei Jie Hu DiffM 83 2 0 23 Dec 2024
TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition Xingsong Ye Yongkun Du Yunbo Tao Z. Chen DiffM 129 0 0 02 Dec 2024
Type-R: Automatically Retouching Typos for Text-to-Image Generation Wataru Shimoda Naoto Inoue Daichi Haraguchi Hayato Mitani S. Uchida Kota Yamaguchi DiffM 116 0 0 27 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 98 0 0 26 Nov 2024
AnyText2: Visual Text Generation and Editing With Customizable Attributes Yuxiang Tuo Yifeng Geng Liefeng Bo VLM 93 6 0 22 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 74 1 0 18 Nov 2024
Text2CAD: Text to 3D CAD Generation via Technical Drawings Mohsen Yavartanoo S. Hong Reyhaneh Neshatavar Kyoung Mu Lee 25 1 0 09 Nov 2024
TypeScore: A Text Fidelity Metric for Text-to-Image Generative Models Georgia Gabriela Sampaio Ruixiang Zhang Shuangfei Zhai Jiatao Gu J. Susskind Navdeep Jaitly Yizhe Zhang DiffM CLIP 40 0 0 02 Nov 2024
TextDestroyer: A Training- and Annotation-Free Diffusion Method for Destroying Anomal Text from Images Mengcheng Li Mingbao Lin Rongrong Ji Chia-Wen Lin Rongrong Ji DiffM 58 0 0 01 Nov 2024
Towards Visual Text Design Transfer Across Languages Yejin Choi Jiwan Chung Sumin Shim Giyeong Oh Youngjae Yu VLM DiffM 48 1 0 24 Oct 2024
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling Guiyu Zhang Huan-ang Gao Zijian Jiang Hao Zhao Zhedong Zheng EGVM 57 6 0 15 Oct 2024
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control Weichao Zeng Yan Shu Zhenhang Li Dongbao Yang Yu Zhou DiffM 29 7 0 14 Oct 2024
TextMaster: Universal Controllable Text Edit Aoqiang Wang Yufei Guo Zhenyu Yan Wenxiang Shang Ran Lin Zhao Zhang DiffM 28 2 0 13 Oct 2024
TextLap: Customizing Language Models for Text-to-Layout Planning Jian Chen Ruiyi Zhang Yufan Zhou Jennifer Healey J. Gu Zhiqiang Xu Cen Chen VLM 44 3 0 09 Oct 2024
A Reflection on the Impact of Misspecifying Unidentifiable Causal Inference Models in Surrogate Endpoint Evaluation Gokce Deliorman Florian Stijven Wim Van der Elst Maria del Carmen Pardo Ariel Alonso CML 42 0 0 06 Oct 2024
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation Liang Chen Sinan Tan Zefan Cai Weichu Xie Haozhe Zhao Yichi Zhang Junyang Lin Jinze Bai Tianyu Liu Baobao Chang ViT 58 3 0 02 Oct 2024
Text Image Generation for Low-Resource Languages with Dual Translation Learning Chihiro Noguchi Shun Fukuda Shoichiro Mihara Masao Yamanaka DiffM 36 0 0 26 Sep 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 32 0 0 26 Sep 2024
Neural Contrast: Leveraging Generative Editing for Graphic Design Recommendations Marian Lupascu Ionut Mironica Mihai-Sorin Stupariu DiffM 33 0 0 26 Sep 2024
DiffusionPen: Towards Controlling the Style of Handwritten Text Generation Konstantina Nikolaidou George Retsinas Giorgos Sfikas Marcus Liwicki DiffM 45 3 0 09 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 44 3 0 09 Sep 2024
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies Zhao Shan Chenyou Fan Shuang Qiu Jiyuan Shi Chenjia Bai 45 4 0 09 Sep 2024
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models Martin Mayr Marcel Dreier Florian Kordon Mathias Seuret Jochen Zöllner Fei Wu Andreas Maier Vincent Christlein DiffM 59 1 0 01 Sep 2024