Author

Jiaqi Tang

Large Model

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Preprint Aug 2026

Identity-Preserving Text-to-Video Generation via Agentic Enhancement and Semantic Repair

AESR introduces a global agentic prompt enhancement module, which learns model-specific prompting formats from official documentation, acquires human-centered video generation priors from human-interaction data, and accumulates test-domain identity-preserving generation experience into a reusable playbook through an agentic loop.

Jiayi Gao, Changcheng Hua, Jiaqi Tang et al. · 0 citations