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cinematic transition
cinematic transition
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autoregressive diffusion
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rotary position embedding
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kv cache
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temporal encoding
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video generation
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Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout
CVPR 2026
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