Unlocking the Full Potential of Small Data with Diverse Supervision

Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov +2

Virtually all of deep learning literature relies on the assumption of large amounts of available training data. Indeed, even the majority of few-shot learning methods rely on a lar…