Oscar Skean*

FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning

"Self-supervised learning (SSL) is a popular paradigm for representation learning. Recent multiview methods can be classified as sample-contrastive, dimension-contrastive, or asymmetric network-based, with each family having its own approach to avoiding informational collapse. While these families c…