VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH
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United States of America
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Apr 10, 2025
app pub date -
Aug 27, 2024
filing date -
Aug 27, 2024
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Abstract
A method, apparatus, non-transitory computer readable medium, apparatus, and system for video generation include first obtaining a training set including a training video. Then, embodiments initialize a video generation model, sample a subnet architecture from an architecture search space, and a identify a subset of the weights of the video generation model based on the sampled subnet architecture. Subsequently, embodiments train, based on the training video, a subnet of the video generation model to generate synthetic video data. The subnet includes a subset of the weights of the video generation model.
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