Glyph-ByT5-v2: A Strong Aesthetic Baseline for Accurate Multilingual Visual Text Rendering

Character-aware models improve visual text rendering

Rosanne Liu, Daniel H Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, R. J. Mical, Mohammad Norouzi, and Noah Constant · 2022

Earlier work this paper cites.

Diffusion with offset noise

albedobase xl · 2023

Earlier work this paper cites.

Cole: A hierarchical generation framework for graphic design

Original

Peidong Jia, Chenxuan Li, Zeyu Liu, Yichao Shen, Xingru Chen, Yuhui Yuan, Yinglin Zheng, Dong Chen, Ji Li, Xiaodong Xie, et al · 2023

Earlier work this paper cites.

Glyphdraw: Learning to draw chinese characters in image synthesis models coherently

Original

Jian Ma, Mingjun Zhao, Chen Chen, Ruichen Wang, Di Niu, Haonan Lu, and Xiaodong Lin · 2023

Earlier work this paper cites.

Sdxl: improving latent diffusion models for high-resolution image synthesis

Original

Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2023

Cited alongside, same era.

Llama 2: Open foundation and fine-tuned chat models

Original

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al · 2023

Cited alongside, same era.

Anytext: Multilingual visual text generation and editing

Original

Yuxiang Tuo, Wangmeng Xiang, Jun-Yan He, Yifeng Geng, and Xuansong Xie · 2023

Cited alongside, same era.

Textdiffuser: Diffusion models as text painters

Original

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, and Furu Wei

Cited in the paper.

Textdiffuser-2: Unleashing the power of language models for text rendering

Original

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, and Furu Wei

Cited in the paper.

Visual instruction tuning

Haotian Liu, Chunyuan Li, Qingyang Wu, and Yong Jae Lee

Cited in the paper.

Glyph-byt5: A customized text encoder for accurate visual text rendering

Original

Zeyu Liu, Weicong Liang, Zhanhao Liang, Chong Luo, Ji Li, Gao Huang, and Yuhui Yuan

Cited in the paper.

Scaling rectified flow transformers for high-resolution image synthesis, 2024

Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas Müller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, Dustin Podell, Tim Dockhorn, Zion English, Kyle Lacey, Alex Goodwin, Yannik Marek, and Robin Rombach · 2024

Closest in time.

Step-aware preference optimization: Aligning preference with denoising performance at each step

Original

Zhanhao Liang, Yuhui Yuan, Shuyang Gu, Bohan Chen, Tiankai Hang, Ji Li, and Liang Zheng · 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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