← 研踪 PaperTrailCVF · CVPR 2026:cvf:0d3b3d20db226da86cbff2cfc449a6a4 · 记录 #1
HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives
Meng, YihaoOuyang, HaoYu, YueWang, QiuyuWang, WenCheng, Ka LeongWang, HanlinMa, ShuaileiLi, YixuanChen, ChengZeng, YanhongZhu, XingShen, YujunQu, Huamin 来源日期（仅到年份） 2026
来源记录日期 2026
雷达观测 2026-11-05 03:04
摘要
State-of-the-art text-to-video models excel at generating isolated clips but fall short of creating the coherent, multi-shot narratives, which are the essence of storytelling. We bridge this "narrative gap" with HoloCine, a model that generates entire scenes holistically to ensure global consistency from the first shot to the last. Our architecture achieves precise directorial control through a Window Cross-Attention mechanism that localizes text prompts to specific shots, while a Sparse Inter-Shot Self-Attention pattern (dense within shots but sparse between them) ensures the efficiency required for minute-scale generation. Beyond setting a new state-of-the-art in narrative coherence, HoloCine develops remarkable emergent abilities: a persistent memory for characters and scenes, and an intuitive grasp of cinematic techniques. Our work marks a pivotal shift from clip synthesis towards automated filmmaking, making end-to-end cinematic creation a tangible future.
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记录 #1 · 2026 · 最新观测版本
HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives
State-of-the-art text-to-video models excel at generating isolated clips but fall short of creating the coherent, multi-shot narratives, which are the essence of storytelling. We bridge this "narrative gap" with HoloCine, a model that generates entire scenes holistically to ensure global consistency from the first shot to the last. Our architecture achieves precise directorial control through a Window Cross-Attention mechanism that localizes text prompts to specific shots, while a Sparse Inter-Shot Self-Attention pattern (dense within shots but sparse between them) ensures the efficiency required for minute-scale generation. Beyond setting a new state-of-the-art in narrative coherence, HoloCine develops remarkable emergent abilities: a persistent memory for characters and scenes, and an intuitive grasp of cinematic techniques. Our work marks a pivotal shift from clip synthesis towards automated filmmaking, making end-to-end cinematic creation a tangible future.
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