2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 2 cited
On the link between generative semi-supervised learning and generative open-set recognition
Emile Reyn Engelbrecht, Johan du Preez
This study investigates the relationship between semi-supervised learning (SSL, which is training off partially labelled datasets) and open-set recognition (OSR, which is classific…
stat.ML2020
Open-set learning with augmented categories by exploiting unlabelled data
Emile R. Engelbrecht, Johan A. du Preez
Novel categories are commonly defined as those unobserved during training but present during testing. However, partially labelled training datasets can contain unlabelled training…