Search Results for author: Prakhar Srivastava

Found 2 papers, 1 papers with code

Precipitation Downscaling with Spatiotemporal Video Diffusion

no code implementations11 Dec 2023 Prakhar Srivastava, Ruihan Yang, Gavin Kerrigan, Gideon Dresdner, Jeremy McGibbon, Christopher Bretherton, Stephan Mandt

In climate science and meteorology, high-resolution local precipitation (rain and snowfall) predictions are limited by the computational costs of simulation-based methods.

Optical Flow Estimation Super-Resolution

Diffusion Probabilistic Modeling for Video Generation

1 code implementation16 Mar 2022 Ruihan Yang, Prakhar Srivastava, Stephan Mandt

Denoising diffusion probabilistic models are a promising new class of generative models that mark a milestone in high-quality image generation.

Denoising Image Generation +2

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