Downstream-Pretext Domain Knowledge Traceback for Active Learning

Beichen Zhang, Liang Li, Zheng-Jun Zha +2

Active learning (AL) is designed to construct a high-quality labeled dataset by iteratively selecting the most informative samples. Such sampling heavily relies on data representat…