Erum Mushtaq*

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

"Continual self-supervised learning (CSSL) learns a series of tasks sequentially on the unlabeled data. Two main challenges of continual learning are catastrophic forgetting and task confusion. While CSSL problem has been studied to address the catastrophic forgetting challenge, little work has been…