Evidential deep learning gives a single-pass uncertainty estimate for SEVIR precipitation nowcasting, trading accuracy for faster, well-calibrated predictions.
Deep evidential regression
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Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events
Evidential deep learning gives a single-pass uncertainty estimate for SEVIR precipitation nowcasting, trading accuracy for faster, well-calibrated predictions.