Active Learning for Convolutional Neural Networks: A Core-Set Approach

Ozan Sener, Silvio Savarese

Convolutional neural networks (CNNs) have been successfully applied to many recognition and learning tasks using a universal recipe; training a deep model on a very large dataset o…