Search Results for author: Heonjin Ha

Found 2 papers, 0 papers with code

Deep Active Learning with Augmentation-based Consistency Estimation

no code implementations5 Nov 2020 SeulGi Hong, Heonjin Ha, Junmo Kim, Min-Kook Choi

On the other hand, with the advent of data augmentation metrics as the regularizer on general deep learning, we notice that there can be a mutual influence between the method of unlabeled data selection and the data augmentation-based regularization techniques in active learning scenarios.

Active Learning Data Augmentation +2

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