Reproduce “GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Qiang Xiang, Shuang Sun, Binglei Li, Yibo Chen, Xu Tang, Yao Hu, Junping Zhang
GlyphAnchor improves text rendering in diffusion transformers by supplying compact glyph-image patches and aligning their positional IDs with target text boxes. The patches use the backbone’s native positional encoding without changing its attention pattern, and require layouts supplied or planned at inference. On InfoTextBench, FireRed-Image-Edit-1.1 phrase hit rises from 0.154 to 0.713, within tested backbones and layouts.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.