Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision

Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi +1

Active learning (AL) aims to minimize labeling efforts for data-demanding deep neural networks (DNNs) by selecting the most representative data points for annotation. However, curr…