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Sora:视频生成模型作为世界模拟器
推荐理由
这是 OpenAI 在视频生成领域的重大突破,Sora 展示了从文本到视频的惊人能力,对 AI 从业者和研究者来说,是理解多模态模型前沿的必读内容。建议关注其技术细节和潜在应用。
We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is capable of generating a minute of high fidelity video. Our results suggest that scaling video generation models is a promising path towards building general purpose simulators of the physical world.
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