Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification

Denis Huseljic, Paul Hahn, Marek Herde +2

Deep active learning (AL) seeks to minimize the annotation costs for training deep neural networks. BAIT, a recently proposed AL strategy based on the Fisher Information, has demon…