A two-model framework generates images as transparent layers and decomposes finished designs into ordered, complete semantic layers, outperforming prior decomposition models on per-layer fidelity and editability.
Layerd: Decomposing raster graphic designs into layers
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UniWorld-Design: From Pixel Generation to Layer-Native Design
A two-model framework generates images as transparent layers and decomposes finished designs into ordered, complete semantic layers, outperforming prior decomposition models on per-layer fidelity and editability.