Simplicial Embeddings in Self-Supervised Learning and Downstream Classification

Samuel Lavoie, Christos Tsirigotis, Max Schwarzer +4

Simplicial Embeddings (SEM) are representations learned through self-supervised learning (SSL), wherein a representation is projected into $L$ simplices of $V$ dimensions each usin…