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Visual text rendering are widespread in various real-world applications, requiring careful font selection and typographic choices.
Awesome typography: Statistics-based text effects transfer
Shuai Yang, Jiaying Liu, Zhouhui Lian, and Zongming Guo · 2017
Earlier work this paper cites.
Multi-content gan for few-shot font style transfer
Samaneh Azadi, Matthew Fisher, Vladimir G Kim, Zhaowen Wang, Eli Shechtman, and Trevor Darrell · 2018
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Typography with decor: Intelligent text style transfer
Wang et al · 2019
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Artistic glyph image synthesis via one-stage few-shot learning
Yue Gao, Yuan Guo, Zhouhui Lian, Yingmin Tang, and Jianguo Xiao · 2019
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Scfont: Structure-guided chinese font generation via deep stacked networks
Yue Jiang, Zhouhui Lian, Yingmin Tang, and Jianguo Xiao · 2019
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Editing text in the wild
Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, and Xiang Bai · 2019
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Controllable artistic text style transfer via shape-matching gan
Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, and Zongming Guo · 2019
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Few-shot image generation with elastic weight consolidation
Yijun Li, Richard Zhang, Jingwan Lu, and Eli Shechtman · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu · 2020
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
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Strokestyles: Stroke-based segmentation and stylization of fonts
Daniel Berio, Frederic Fol Leymarie, Paul Asente, and Jose Echevarria · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Clipfont: Text guided vector wordart generation
Yiren Song and Yuxuan Zhang · 2022
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Few-shot font generation by learning fine-grained local styles
Licheng Tang, Yiyang Cai, Jiaming Liu, Zhibin Hong, Mingming Gong, Minhu Fan, Junyu Han, Jingtuo Liu, Errui Ding, and Jingdong Wang · 2022
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Openflamingo: An open-source framework for training large autoregressive vision-language models
Anas Awadalla, Irena Gao, Josh Gardner, Jack Hessel, Yusuf Hanafy, Wanrong Zhu, Kalyani Marathe, Yonatan Bitton, Samir Gadre, Shiori Sagawa, et al · 2023
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Sharegpt4v: Improving large multi-modal models with better captions
Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Conghui He, Jiaqi Wang, Feng Zhao, and Dahua Lin · 2023
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Promptstyler: Prompt-driven style generation for source-free domain generalization
Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, and Suha Kwak · 2023
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An image is worth one word: Personalizing text-to-image generation using textual inversion
Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit Haim Bermano, Gal Chechik, and Daniel Cohen-or · 2023
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Multi-concept customization of text-to-image diffusion
Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, and Jun-Yan Zhu · 2023
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Flow matching for generative modeling
Yaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, Maximilian Nickel, and Matthew Le · 2023
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Character-aware models improve visual text rendering
Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, Rj Mical, Mohammad Norouzi, and Noah Constant · 2023
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Intelligent typography: Artistic text style transfer for complex texture and structure
Wendong Mao, Shuai Yang, Huihong Shi, Jiaying Liu, and Zhongfeng Wang · 2023
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Dinov2: Learning robust visual features without supervision
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, et al · 2023
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Unicontrol: A unified diffusion model for controllable visual generation in the wild
Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, and Ran Xu · 2023
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Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2023
Fontstudio: shape-adaptive diffusion model for coherent and consistent font effect generation
Xinzhi Mu, Li Chen, Bohan Chen, Shuyang Gu, Jianmin Bao, Dong Chen, Ji Li, and Yuhui Yuan · 2024
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SDXL: Improving latent diffusion models for high-resolution image synthesis
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2024
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Processpainter: Learn painting process from sequence data
Yiren Song, Shijie Huang, Chen Yao, Xiaojun Ye, Hai Ci, Jiaming Liu, Yuxuan Zhang, and Mike Zheng Shou · 2024
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Journeydb: A benchmark for generative image understanding
Keqiang Sun, Junting Pan, Yuying Ge, Hao Li, Haodong Duan, Xiaoshi Wu, Renrui Zhang, Aojun Zhou, Zipeng Qin, Yi Wang, et al · 2024
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Ominicontrol: Minimal and universal control for diffusion transformer
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Clipvg: Text-guided image manipulation using differentiable vector graphics
Yiren Song, Xuning Shao, Kang Chen, Weidong Zhang, Zhongliang Jing, and Minzhe Li · 2023
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Ds-fusion: Artistic typography via discriminated and stylized diffusion
Maham Tanveer, Yizhi Wang, Ali Mahdavi-Amiri, and Hao Zhang · 2023
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Anything to glyph: Artistic font synthesis via text-to-image diffusion model
Changshuo Wang, Lei Wu, Xiaole Liu, Xiang Li, Lei Meng, and Xiangxu Meng · 2023
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Ip-adapter: Text compatible image prompt adapter for text-to-image diffusion models
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, and Wei Yang · 2023
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Sigmoid loss for language image pre-training
Xiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, and Lucas Beyer · 2023
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2023
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Whitenedcse: Whitening-based contrastive learning of sentence embeddings
Wenjie Zhuo, Yifan Sun, Xiaohan Wang, Linchao Zhu, and Yi Yang · 2023
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Fontclip: A semantic typography visual-language model for multilingual font applications
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Grid: Visual layout generation
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Stablegarment: Garment-centric generation via stable diffusion, 2024
Rui Wang, Hailong Guo, Jiaming Liu, Huaxia Li, Haibo Zhao, Xu Tang, Yao Hu, Hao Tang, and Peipei Li · 2024
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Glyphcontrol: Glyph conditional control for visual text generation
Yukang Yang, Dongnan Gui, Yuhui Yuan, Weicong Liang, Haisong Ding, Han Hu, and Kai Chen · 2024
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Stylefactory: Towards better style alignment in image creation through style-strength-based control and evaluation
Mingxu Zhou, Dengming Zhang, Weitao You, Ziqi Yu, Yifei Wu, Chenghao Pan, Huiting Liu, Tianyu Lao, and Pei Chen · 2024
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Colorpeel: Color prompt learning with diffusion models via color and shape disentanglement
Muhammad Atif Butt, Kai Wang, Javier Vazquez-Corral, and Joost van de Weijer · 2025
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Transanimate: Taming layer diffusion to generate rgba video
Xuewei Chen, Zhimin Chen, and Yiren Song · 2025
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Posta: A go-to framework for customized artistic poster generation
Chen et al · 2025
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Relationadapter: Learning and transferring visual relation with diffusion transformers
Yan Gong, Yiren Song, Yicheng Li, Chenglin Li, and Yin Zhang · 2025
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Any2anytryon: Leveraging adaptive position embeddings for versatile virtual clothing tasks
Hailong Guo, Bohan Zeng, Yiren Song, Wentao Zhang, Chuang Zhang, and Jiaming Liu · 2025
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Photodoodle: Learning artistic image editing from few-shot pairwise data
Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang, Mike Zheng Shou, and Jiaming Liu · 2025
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Easytext: Controllable diffusion transformer for multilingual text rendering
Runnan Lu, Yuxuan Zhang, Jiaming Liu, Haofan Wang, and Yiren Song · 2025
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Michael Tschannen, Alexey Gritsenko, Xiao Wang, Muhammad Ferjad Naeem, Ibrahim Alabdulmohsin, Nikhil Parthasarathy, Talfan Evans, Lucas Beyer, Ye Xia, Basil Mustafa, et al · 2025
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Diffdecompose: Layer-wise decomposition of alpha-composited images via diffusion transformers
Zitong Wang, Hang Zhao, Qianyu Zhou, Xuequan Lu, Xiangtai Li, and Yiren Song · 2025
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Any fashion attribute editing: Dataset and pretrained models
Shumin Zhu, Xingxing Zou, Wenhan Yang, and Wai Keung Wong · 2025
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