Understanding Self-Supervised Learning via Latent Distribution Matching

Fabian A Mikulasch, Friedemann Zenke

Self-supervised learning (SSL) excels at finding general-purpose latent representations from complex data, yet lacks a unifying theoretical framework that explains the diverse exis…