PAL : Pretext-based Active Learning

no code implementations • 29 Oct 2020 • Shubhang Bhatnagar, Sachin Goyal, Darshan Tank, Amit Sethi

To counter the paucity of data, we also deploy another head on the scoring network for regularization via multi-task learning and use an unusual self-balancing hybrid scoring function.

Active Learning Multi-Task Learning +2