Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning

Cameron Taylor, Vassilis Vassiliades, Constantine Dovrolis

We focus on a relatively unexplored learning paradigm known as {\em Online Unsupervised Continual Learning} (O-UCL), where an agent receives a non-stationary, unlabeled data stream…