HDGlyph improves long-tail visual text rendering in diffusion models by disentangling text from background at pixel, noise, and latent levels, reporting accuracy gains of 5.08% in English and 11.7% in Chinese on the AnyText benchmark.
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HDGlyph: A Hierarchical Disentangled Glyph-Based Framework for Long-Tail Text Rendering in Diffusion Models
HDGlyph improves long-tail visual text rendering in diffusion models by disentangling text from background at pixel, noise, and latent levels, reporting accuracy gains of 5.08% in English and 11.7% in Chinese on the AnyText benchmark.