Anjaria, Janit

Object-Aware Cropping for Self-Supervised Learning

2021 · arXiv (Cornell University)

A core component of the recent success of self-supervised learning is cropping data augmentation, which selects sub-regions of an image to be used as positive views in the self-supervised loss. The underlying assumption is that …