Listar por tema "semi-supervised"
Mostrando ítems 1-2 de 2
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Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning
Elsevier (2014)This paper proposes a semi-supervised approach based on probabilistic relaxation theory. The algorithm performs a consistent multi-class assignment of labels according to the contextual information constraints. We start ... -
Semi- and Self-Supervised Metric Learning for Remote Sensing Applications
Institute of Electrical and Electronics Engineers Inc. (2024-03-25)Earth data collection from satellites and aircraft has exponentially grown, but a substantial portion of it remains unlabeled. This has prompted the remote sensing community to explore effective methods for leveraging ...