research
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06/19/2023
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting
Wildfires are increasingly exacerbated as a result of climate change, ne...
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04/20/2022
Hephaestus: A large scale multitask dataset towards InSAR understanding
Synthetic Aperture Radar (SAR) data and Interferometric SAR (InSAR) prod...
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02/08/2022
Self-supervised Contrastive Learning for Volcanic Unrest Detection
Ground deformation measured from Interferometric Synthetic Aperture Rada...
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01/09/2022
Learning class prototypes from Synthetic InSAR with Vision Transformers
The detection of early signs of volcanic unrest preceding an eruption, i...
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11/18/2021
