On Initial Pools for Deep Active Learning

Akshay L Chandra, Sai Vikas Desai, Chaitanya Devaguptapu +1

Active Learning (AL) techniques aim to minimize the training data required to train a model for a given task. Pool-based AL techniques start with a small initial labeled pool and t…