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08/31/2023
STint: Self-supervised Temporal Interpolation for Geospatial Data
Supervised and unsupervised techniques have demonstrated the potential f...
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08/02/2023
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles
Satellite altimeter observations retrieved since 1993 show that the glob...
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07/17/2023
Reflections from the Workshop on AI-Assisted Decision Making for Conservation
In this white paper, we synthesize key points made during presentations ...
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08/12/2021
Computing Research for the Climate Crisis
Climate change is an existential threat to the United States and the wor...
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08/11/2020
ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows
Downscaling is a landmark task in climate science and meteorology in whi...
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10/23/2019
Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data
The forecast of tropical cyclone trajectories is crucial for the protect...
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07/05/2019
Evaluating the distribution learning capabilities of GANs
We evaluate the distribution learning capabilities of generative adversa...
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01/23/2019
Cooperative Online Learning: Keeping your Neighbors Updated
We study an asynchronous online learning setting with a network of agent...
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12/01/2009