An agentic two-stage optimizer (LLM-generated question scoring plus Bayesian hyperparameter search) improves image-to-video prompt adherence, winning human preference tests up to 69% over random search.
Prompt-a-video: Prompt your video diffusion model via preference-aligned llm
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Beyond Trial-and-Error: Agentic Optimization for Image-to-Video Adherence
An agentic two-stage optimizer (LLM-generated question scoring plus Bayesian hyperparameter search) improves image-to-video prompt adherence, winning human preference tests up to 69% over random search.