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

Paper recorded by Signals 4 on 2026-10-14 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-14 on arXiv · recorded by Signals 4 on 2026-10-15

Category: cs.CV · 计算机视觉 · first seen 2026-10-15

Abstract

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) distills heterogeneous SKU metadata into concise selling-point text lists throug

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#267 most recent of 756 cs.CV papers we have recorded · ↑ newer: VITAL: From Visual Motion to Precise Action · ↓ older: DynThinker: Unifying Static 3D and Dynamic 4D Spatial Reasoning
Cite this page: CommerceGen-Studio: An End-to-End Framework for Commercial-Grade Main-Image Generation: the #267 most recent of 756 cs.CV papers we have recorded (as of 2026-10-14). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/commercegen-studio-an-end-to-end-framework-for-commercial-grade-main-image-gener.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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