Active and Incremental Learning with Weak Supervision

Clemens-Alexander Brust, Christoph Käding, Joachim Denzler

Large amounts of labeled training data are one of the main contributors to the great success that deep models have achieved in the past. Label acquisition for tasks other than benc…