How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?

Thomas M. Hehn, Julian F. P. Kooij, Dariu M. Gavrila

Various state-of-the-art self-supervised visual representation learning approaches take advantage of data from multiple sensors by aligning the feature representations across views…