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Jieru Lin

2 accepted papers

2024

Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

AAAI 2024technical

Layout generation is a critical step in graphic design to achieve meaningful compositions of elements. Most previous works view it as a sequence generation problem by concatenating element attribute tokens (i.e., category, size, position). So far the autoregressive approach (AR) has achieved promisi…

2023

Relation-enhanced DETR for Component Detection in Graphic Design Reverse Engineering

IJCAI 2023poster

It is a common practice for designers to create digital prototypes from a mock-up/screenshot. Reverse engineering graphic design by detecting its components (e.g., text, icon, button) helps expedite this process. This paper first conducts a statistical analysis to emphasize the importance of relatio…