A. Emin Orhan

How much human-like visual experience do current self-supervised learning algorithms need in order to achieve human-level object recognition?

2021 · arXiv (Cornell University)

This paper addresses a fundamental question: how good are our current self-supervised visual representation learning algorithms relative to humans? More concretely, how much "human-like" natural visual experience would these algorithms need in order to reach …