NPDiff blends a data-dynamics-derived noise prior with the learned denoiser in diffusion models, reporting large accuracy gains on mobile traffic forecasting tasks.
Improved denoising diffusion proba- bilistic models
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Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
NPDiff blends a data-dynamics-derived noise prior with the learned denoiser in diffusion models, reporting large accuracy gains on mobile traffic forecasting tasks.