Dynamic Product Image Generation and Recommendation at Scale for Personalized E-commerce

Coupling latent diffusion based image generation with contextual bandits enables the creation of eye-catching personalized product images at scale that was previously either impossible or too expensive. In this paper we showcase how we utilized these technologies to increase user engagement with rec...

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Veröffentlicht in:arXiv.org 2024-08
Hauptverfasser: Ádám Tibor Czapp, Jani, Mátyás, Domián, Bálint, Hidasi, Balázs
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Sprache:eng
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Zusammenfassung:Coupling latent diffusion based image generation with contextual bandits enables the creation of eye-catching personalized product images at scale that was previously either impossible or too expensive. In this paper we showcase how we utilized these technologies to increase user engagement with recommendations in online retargeting campaigns for e-commerce.
ISSN:2331-8422
DOI:10.48550/arxiv.2408.12392