We propose a new method called Decoupled Annealing Posterior Sampling (DAPS) that relies on a novel noise annealing process to solve posterior sampling with diffusion prior. Specifically, we decouple ...
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Abstract: With the popularity of high-definition videos, down-sampling based video coding has emerged a proven efficient method. In this paper, we non-uniformly down-sample the videos for compression ...
Abstract: Early convolutional layers in hybrid neural networks enable efficient down-sampling but pose a significant burden on inference latency and energy consumption. We propose a method to replace ...
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