Stream-based Active Learning by Exploiting Temporal Properties in Perception with Temporal Predicted Loss

Sebastian Schmidt, Stephan Günnemann

Active learning (AL) reduces the amount of labeled data needed to train a machine learning model by intelligently choosing which instances to label. Classic pool-based AL requires…