no code implementations • 14 Dec 2023 • Shyam Nuggehalli, Jifan Zhang, Lalit Jain, Robert Nowak
Our results demonstrate that DIRECT can save more than 60% of the annotation budget compared to state-of-art active learning algorithms and more than 80% of annotation budget compared to random sampling.