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Diffusion Models for Generative Outfit Recommendation

Yiyan Xu, Wenjie Wang, Fuli Feng, Yunshan Ma, Jizhi Zhang, Xiangnan He

202436 citationsDOIOpen Access PDF

Abstract

Outfit Recommendation (OR) in the fashion domain has evolved through two stages: Pre-defined Outfit Recommendation and Personalized Outfit Composition. However, both stages are constrained by existing fashion products, limiting their effectiveness in addressing users' diverse fashion needs. Recently, the advent of AI-generated content provides the opportunity for OR to transcend these limitations, showcasing the potential for personalized outfit generation and recommendation.

Topics & Concepts

Computer scienceBusinessManufacturing Process and OptimizationAssembly Line Balancing Optimization
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