Deep Active Learning with Manifold-preserving Trajectory Sampling

Yingrui Ji, Vijaya Sindhoori Kaza, Nishanth Artham +1

Active learning (AL) is for optimizing the selection of unlabeled data for annotation (labeling), aiming to enhance model performance while minimizing labeling effort. The key ques…