Incorporating Task-Agnostic Information in Task-Based Active Learning Using a Variational Autoencoder

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Curtis Godwin, Meekail Zain, Nathan Safir, Bella Humphrey, Shannon P. Quinn

Published: 01 Jan 2022, Last Modified: 31 Jul 2025SciPy 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: It is often much easier and less expensive to collect data than to label it. Active learning (AL) responds to this issue by selecting which unlabeled data are best to label next.