Collapse-Proof Non-Contrastive Self-Supervised Learning

Emanuele Sansone, Tim Lebailly, Tinne Tuytelaars

We present a principled and simplified design of the projector and loss function for non-contrastive self-supervised learning based on hyperdimensional computing. We theoretically…