When Deep Learners Change Their Mind: Learning Dynamics for Active Learning

Javad Zolfaghari Bengar, Bogdan Raducanu, Joost van de Weijer

Active learning aims to select samples to be annotated that yield the largest performance improvement for the learning algorithm. Many methods approach this problem by measuring th…