Shaozuo Yu

BAL: Balancing Diversity and Novelty for Active Learning

2023 · arXiv (Cornell University)

The objective of Active Learning is to strategically label a subset of the dataset to maximize performance within a predetermined labeling budget. In this study, we harness features acquired through self-supervised learning. We introduce a …