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

Author

Hanuma Ramesh Chadalavada

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#diffusion models Open access Sep 2026

Generate, Evaluate, Improve: Agentic Multimodal Content Personalization with Synthetic Evaluation and Closed-Loop Learning for E-Commerce

E-commerce personalization has largely optimized which item to recommend while leaving how the item is presented - image, copy, video, and narrative framing - comparatively static. This paper presents an end-to-end agentic system for multimodal advertising creative personalization. The system maps a customer-product pa...

Hanuma Ramesh Chadalavada · 0 citations
#diffusion models Open access Sep 2026

Generate, Evaluate, Improve: Agentic Multimodal Content Personalization with Synthetic Evaluation and Closed-Loop Learning for E-Commerce

E-commerce personalization has largely optimized which item to recommend while leaving how the item is presented - image, copy, video, and narrative framing - comparatively static. This paper presents an end-to-end agentic system for multimodal advertising creative personalization. The system maps a customer-product pa...

Hanuma Ramesh Chadalavada · 0 citations

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