ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning

Soumya Banerjee, Vinay Kumar Verma

Active learning aims to select optimal samples for labeling, minimizing annotation costs. This paper introduces a unified representation learning framework tailored for active lear…