Model-Centric and Data-Centric Aspects of Active Learning for Deep Neural Networks

no code implementations • 22 Sep 2020 • John Daniel Bossér, Erik Sörstadius, Morteza Haghir Chehreghani

v) We investigate how active learning with neural networks can benefit from pseudo-labels as proxies for actual labels.

Active Learning Informativeness