Active Class Incremental Learning for Imbalanced Datasets

1 code implementation • 25 Aug 2020 • Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci

Most existing algorithms make two strong hypotheses which reduce the realism of the incremental scenario: (1) new data are assumed to be readily annotated when streamed and (2) tests are run with balanced datasets while most real-life datasets are actually imbalanced.

Class Incremental Learning Incremental Learning +1