VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning

Jongwon Choi, Kwang Moo Yi, Jihoon Kim, Jinho Choo, Byoungjip Kim, Jin-Yeop Chang, Youngjune Gwon, Hyung Jin Chang. VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021. pages 6749-6758, Computer Vision Foundation / IEEE, 2021. [doi]

Abstract

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