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Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3236160
Abstract: Few-shot Class-Incremental Learning (FSCIL) aims at learning new concepts continually with only a few samples, which is prone to suffer the catastrophic forgetting and overfitting problems. The inaccessibility of old classes and the scarcity of…
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Keywords:
shot class;
memorizing complementation;
incremental learning;
class incremental ... See more keywords