conftrace_

statistical downscaling

5 papers

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Co-occurring keywords

precipitation downscaling (3) climate modeling (11) diffusion model (3751) deep learning (2118) conditional mean embedding (10) conditional sampling (16) unpaired datum (21) climate projection (3) extreme event (3) probistic mapping (1)

Papers

Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NIPS 2023
Deconditional Downscaling with Gaussian Processes NIPS 2021
Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version IJCAI 2018