A Survey on Deep Active Learning: Recent Advances and New Frontiers

Dongyuan Li, Zhen Wang, Yankai Chen +3

Active learning seeks to achieve strong performance with fewer training samples. It does this by iteratively asking an oracle to label new selected samples in a human-in-the-loop m…