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

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cs.LG2020★ 18 cited

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

John Daniel Bossér, Erik Sörstadius, Morteza Haghir Chehreghani

We study different aspects of active learning with deep neural networks in a consistent and unified way. i) We investigate incremental and cumulative training modes which specify h…