StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback

StyleTailor is a collaborative agent framework that unifies personalized apparel design, shopping recommendations, virtual try-on, and evaluation into one workflow. It uses two agents—a Designer and a Consultant—and employs hierarchical negative feedback to iteratively refine garment selection and virtual try-on results. This system achieves precise user alignment through coordinated actions.

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