Unverified90% confidenceFactTime unknown
Diffusers集成了Stable Video Diffusion等多种视频生成管线，加入了时间注意力机制处理时间一致性问题
1
Sources
90%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
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Related Claims
UnverifiedSeedance is based on the DiT (Diffusion Transformer) architecture and ensures video motion coherence by introducing an attention mechanism in the temporal dimension.75% similarUnverifiedAI video generation tools like Jimeng rely on a combination of Diffusion Models and video temporal consistency techniques.75% similarUnverified2023年后，以Stable Video Diffusion、Sora为代表的时序扩散模型开始将视频理解为时空连续体，能够在潜空间中同时建模多帧之间的运动关系74% similarUnverifiedVideo transformers learn inter-frame motion patterns by simultaneously encoding spatial and temporal dimensions within the attention mechanism.74% similarUnverified豆包、文心一言等工具背后通常采用类似Stable Video Diffusion或各家自研的视频生成模型73% similar
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