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IB-DRR - Incremental Learning With Information-Back Discrete Representation Replay.

CVPR Workshops, pp.3533-3542, (2021)

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Abstract

Incremental learning aims to enable machine learning models to continuously acquire new knowledge given new classes, while maintaining the knowledge already learned for old classes. Saving a subset of training samples of previously seen classes in the memory and replaying them during new training phases is proven to be an efficient and ...More

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Author
Jian Jiang
Jian Jiang
Edoardo Cetin
Edoardo Cetin
Oya Celiktutan
Oya Celiktutan
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