2024
Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features
AAAI 2024technical
Self-supervised learning (SSL) has shown impressive results in downstream classification tasks. However, there is limited work in understanding their failure modes and interpreting their learned representations. In this paper, we study the representation space of state-of-the-art self-supervised mod…