Out-of-distribution Detection in Few-shot Classification

no code implementations • 25 Sep 2019 • Kuan-Chieh Wang, Paul Vicol, Eleni Triantafillou, Chia-Cheng Liu, Richard Zemel

In this work, we propose tasks for out-of-distribution detection in the few-shot setting and establish benchmark datasets, based on four popular few-shot classification datasets.

Classification Out-of-Distribution Detection