IConE: Batch Independent Collapse Prevention for Self-Supervised Representation Learning

Konstantinos Almpanakis, Anna Kreshuk

Self-supervised learning (SSL) has revolutionized representation learning, with Joint-Embedding Architectures (JEAs) emerging as an effective approach for capturing semantic featur…