Suhas Malempati

Self-Ensembling Techniques in Semi-Supervised Learning

2023 · Zenodo (CERN European Organization for Nuclear Research)

Self-ensembling has become a central design pattern for deep semi-supervised learning: a model is trained not only to fit scarce labeled examples, but also to agree with stable targets produced from its own perturbed predictions, …