196 citations · 219 across the 3 of their papers we have counts for
3 papers
Technical Report: Towards Unified Diffusion Models for Multi-Model Climate Emulation at Scale
Francesco Immorlano, Elijah Tavares, Felix Draxler +3
Large ensembles of climate projections are essential for characterizing uncertainty in future climate and extreme weather events, yet computational constraints of numerical climate…
Zonally opposing shifts of the intertropical convergence zone in response to climate change
Antonios Mamalakis, James T. Randerson, Jin-Yi Yu +6
Future changes in the location of the intertropical convergence zone (ITCZ) due to climate change are of high interest since they could substantially alter precipitation patterns i…
Dropout as a Structured Shrinkage Prior
Eric Nalisnick, José Miguel Hernández-Lobato, Padhraic Smyth
Dropout regularization of deep neural networks has been a mysterious yet effective tool to prevent overfitting. Explanations for its success range from the prevention of "co-adapte…