Fábio Perez

Weakly Supervised Active Learning with Cluster Annotation

2018 · arXiv (Cornell University)

In this work, we introduce a novel framework that employs cluster annotation to boost active learning by reducing the number of human interactions required to train deep neural networks. Instead of annotating single samples individually, …