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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wei Li

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Preprint Oct 2026

CommerceGen-Studio: An End-to-End Framework for Commercial-Grade Main-Image Generation

We present CommerceGen-Studio, an end-to-end framework for generating commercial-grade main images for e-commerce Stock Keeping Units (SKUs). Our framework is organized along a three-stage pipeline of information extraction, semantic rewriting, and multi-condition generation: Prompt-Eval-Refine-Loop Agent (PERL-Agent)...

Xiao-Li Xu, Zheng-Tao Wu, Zhen-Yu Xu et al. · 0 citations

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