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20242026
most citedAttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

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cs.AI2026

HiCrew: Hierarchical Reasoning for Long-Form Video Understanding via Question-Aware Multi-Agent Collaboration

Yuehan Zhu, Jingqi Zhao, Jiawen Zhao +2

Long-form video understanding remains fundamentally challenged by pervasive spatiotemporal redundancy and intricate narrative dependencies that span extended temporal horizons. Whi…