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AI Video Papers·2026
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Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling

Dong Chen, Jialu Chen +50·Kling Team, Kuaishou Technology

Examines how controllable video generation depends on multimodal understanding across the pipeline, from data descriptions to evaluation. It discusses dense captioning, prompt enhancement, perceptual text encoders, and reward modeling, drawing practical lessons from Kling.

#paper#ai-video#video#multimodal#evaluation+2
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