Aditay Tripathi*

Dynamic Data Selection for Efficient SSL via Coarse-to-Fine Refinement

"Self-supervised learning (SSL) is critical for learning high-quality representations from unlabeled images at scale. Earlier efforts at reducing the compute requirements of SSL have focused on identifying subsets of training data that are sufficient for training. In addition to using a static repre…