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07/30/2023
AI Increases Global Access to Reliable Flood Forecasts
Floods are one of the most common and impactful natural disasters, with ...
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03/22/2023
Conformal Prediction for Time Series with Modern Hopfield Networks
To quantify uncertainty, conformal prediction methods are gaining contin...
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06/07/2022
Few-Shot Learning by Dimensionality Reduction in Gradient Space
We introduce SubGD, a novel few-shot learning method which is based on t...
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10/15/2020
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
Long Short-Term Memory Networks (LSTMs) have been applied to daily disch...
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11/17/2019