Improving Self-supervised Learning for Out-of-distribution Task via Auxiliary Classifier

1 code implementation • 7 Sep 2022 • Harshita Boonlia, Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Ankan Mullick

Observing a strong relationship between rotation prediction (self-supervised) accuracy and semantic classification accuracy on OOD tasks, we introduce an additional auxiliary classification head in our multi-task network along with semantic classification and rotation prediction head.

Classification Self-Supervised Learning