RSG: A simple but effective module for learning imbalanced datasets

Imbalanced datasets widely exist in practice and are a great challenge for training deep neural models with a good generalization on infrequent classes. In this work, we propose a new rare-class sample generator (RSG) to solve this problem. RSG aims to generate some new samples for rare classes duri...

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Váldodahkkit: Wang, J, Lukasiewicz, T, Hu, X, Cai, J, Xu, Z
Materiálatiipa: Conference item
Giella:English
Almmustuhtton: IEEE 2021