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AgenticGen: Reward-Guided Agentic Video Generation for Advertising
Not provided in the abstract
reward-guidedvideo generationadvertisingpolicy optimization
2609.09187
Builder Relevance
1d ago80%
Abstract
AgenticGen is a framework for generating advertising videos that optimizes product transformation into effective advertisements using online business feedback.
Reality Card
Core Claim
AgenticGen improves click-through rate (CTR) by 2.72%, conversion rate (CVR) by 2.63%, and advertising value (Advv) by 9.61% compared to the SFT baseline in online A/B tests.
Method / Result
Improved CTR by 2.72%, CVR by 2.63%, and Advv by 9.61% over the SFT baseline.
Limitations
The specific authors and detailed methodology are not provided, which may hinder reproducibility.
Paper to code
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