Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning

David Zollikofer, Béni Egressy, Frederik Benzing +2

Several self-supervised learning (SSL) approaches have shown that redundancy reduction in the feature embedding space is an effective tool for representation learning. However, the…