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0111 · Sep 202019922001200920172026
1 result for “COCOseq”
Imbalanced Continual Learning with Partitioning Reservoir Samplingcs.LG

This research tackles imbalanced continual learning with a new sampling strategy.

problem Long-tailed distribution in multi-label datasets.
method Partitioning Reservoir Sampling (PRS) for balanced knowledge of head and tail classes.
result The proposed PRS strategy maintains a balanced knowledge of both head and tail classes.
continual learningmulti-label classificationlong-tailed distributionCOCOseqNUS-WIDEseq
2020-09-08abs ↗pdf ↗