Augmented Memory Networks for Streaming-Based Active One-Shot Learning

Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva +1

One of the major challenges in training deep architectures for predictive tasks is the scarcity and cost of labeled training data. Active Learning (AL) is one way of addressing thi…