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cs.CV2022
Continual Learning Based on OOD Detection and Task Masking
Gyuhak Kim, Sepideh Esmaeilpour, Changnan Xiao +1
Existing continual learning techniques focus on either task incremental learning (TIL) or class incremental learning (CIL) problem, but not both. CIL and TIL differ mainly in that…
cs.CV2022★ 1 cited
Open-set Recognition via Augmentation-based Similarity Learning
Sepideh Esmaeilpour, Lei Shu, Bing Liu
The primary assumption of conventional supervised learning or classification is that the test samples are drawn from the same distribution as the training samples, which is called…