to sample video clips in chronological order, using them as conditional inputs for iterative training. This design explicitly reinforces temporal continuity, ensuring characters and environments remain fixed and consistent throughout a long-form video. Deep Feature Extraction
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Every shot must be perfectly balanced because the viewer will be looking at it for an extended period. to sample video clips in chronological order, using