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Zi-Jin Hou

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Preprint Sep 2026

Human-aware Design Generation: Adding 3D Humans into Graphic Designs

Graphic designs nowadays predominantly contain human images, where people are posed and framed in a delicate way to guide viewers'visual exploration and evoke desired feelings. Despite recent progress in automatic graphic design generation, there has been no work on investigating the role of the human representations i...

Zi-Jin Hou, Ying Cao · 1 citation

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