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05/30/2021
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures
General-purpose object-detection algorithms often dismiss the fine struc...
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05/16/2021
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting
One of the limiting factors in training data-driven, rare-event predicti...
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03/12/2021
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
We present a case study of solar flare forecasting by means of metadata ...
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11/20/2019
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data
In analyses of rare-events, regardless of the domain of application, cla...
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06/03/2019