Large-Scale Visual Active Learning with Deep Probabilistic Ensembles

Kashyap Chitta, Jose M. Alvarez, Adam Lesnikowski

Annotating the right data for training deep neural networks is an important challenge. Active learning using uncertainty estimates from Bayesian Neural Networks (BNNs) could provid…