Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts

Natalie Best, Jordan Ott, Erik Linstead

Transfer learning allows us to train deep architectures requiring a large number of learned parameters, even if the amount of available data is limited, by leveraging existing mode…