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cs.CV2026
Complementary Retrieval-Augmented Prompting for Consistent Long-Form Video Generation
Xianghan Wei, Xiaoda Yang, Zhi Wang +7
While recent video foundation models excel at generating high-quality short videos, long-form video generation remains a critical challenge, where a major bottleneck lies in condit…
cs.CV2026
How Far Are Video Models from True Multimodal Reasoning?
Xiaotian Zhang, Jianhui Wei, Yuan Wang +9
Despite remarkable progress toward general-purpose video models, a critical question remains unanswered: how far are these models from achieving true multimodal reasoning? Existing…