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02/01/2022
Minority Class Oriented Active Learning for Imbalanced Datasets
Active learning aims to optimize the dataset annotation process when res...
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02/01/2022
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning
Deep learning approaches are successful in a wide range of AI problems a...
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01/18/2022
Optimizing Active Learning for Low Annotation Budgets
When we can not assume a large amount of annotated data , active learnin...
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08/25/2020