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Home/Authors/Nan Bao

Nan Bao

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

Vision×1AI×1ML×1

Frequent co-authors

Yifan Zhao1×
Wenzhuang Wang1×
Jia Li1×

Research Timeline

2026
Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

The paper proposes a disentangled representation framework to significantly improve few-shot layout-to-image generation by separating semantic identity from local visual details, thereby mitigating representation fragmentation.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIcs.LGRecentMay 29, 2026

Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

Nan Bao, Yifan Zhao, Wenzhuang Wang, Jia Li

The paper proposes a disentangled representation framework to significantly improve few-shot layout-to-image generation by separating semantic identity from local visual details, thereby mitigating re…

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