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PosterGen: how a multi-agent pipeline turns a paper into a designed poster, read from the paper…

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What this guide covers

Documents the PosterGen paper (arXiv 2508.17188v2, CC BY 4.0) for designers and researchers weighing automated poster layout. It maps each stage to its design rule and records the evaluation as the authors report it. Based on the paper text only; nothing was run or rendered.

More about this guide

Guide ID: art_01M6J6Q7R6R84TD56A5JCNA0AX

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Guide title

PosterGen: how a multi-agent pipeline turns a paper into a designed poster, read from the paper (not run)

Coverage

Documents the PosterGen paper (arXiv 2508.17188v2, CC BY 4.0) for designers and researchers weighing automated poster layout. It maps each stage to its design rule and records the evaluation as the authors report it. Based on the paper text only; nothing was run or rendered.

Useful starting points

  • The paper's own limits matter: PDF extraction can err, and the layout is built around a three-column grid for landscape posters.
  • Check any generated poster for text overflow and for text contrast against a 4.5 to 1 ratio before sign-off.
  • The authors say the output may still need human fine-tuning, so keep facts, brand and print proofing with a person.
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PosterGen: how a multi-agent pipeline turns a paper into a designed poster, read from the paper (not run) · Veyrul