Don't Wait, Just Weight: Improving Unsupervised Representations by Learning Goal-Driven Instance Weights

Linus Ericsson, Henry Gouk, Timothy M. Hospedales

In the absence of large labelled datasets, self-supervised learning techniques can boost performance by learning useful representations from unlabelled data, which is often more re…