UDiffText: A Unified Framework for High-Quality Text Synthesis in Arbitrary Images via Character-Aware Diffusion Models

Yiming Zhao, Zhouhui Lian
2/14/2026

No official code found. Best implementation: ZYM-PKU/UDiffText (234 stars, MIT, last commit 2025-02-14).

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ZYM-PKU/UDiffTextCommunity66%
MIT

[ECCV 2024] Official repo for UDiffText: A Unified Framework for High-quality Text Synthesis in Arbitrary Images via Character-aware Diffusion Models

23418Python, Jupyter NotebookNov 30, 20231 years agoMIT

Cite this paper

@article{zhao2026udifftext,
  title  = {UDiffText: A Unified Framework for High-Quality Text Synthesis in Arbitrary Images via Character-Aware Diffusion Models},
  author = {Yiming Zhao and Zhouhui Lian},
  year   = {2026},
  doi    = {10.1007/978-3-031-72751-1_13},
  url    = {https://doi.org/10.1007/978-3-031-72751-1_13},
  journal = {ECCV 2024 2024}
}

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