PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse

Einari Vaaras, Manu Airaksinen, Okko Räsänen

Self-supervised learning (SSL) is a data-driven learning approach that utilizes the innate structure of the data to guide the learning process. In contrast to supervised learning,…