Virtual Category Learning : A Semi-Supervised Learning Method for Dense Prediction With Extremely Limited Labels

Due to the costliness of labelled data in real-world applications, semi-supervised learning, underpinned by pseudo labelling, is an appealing solution. However, handling confusing samples is nontrivial: discarding valuable confusing samples would compromise the model generalisation while using them...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 8 vom: 19. Juli, Seite 5595-5611
1. Verfasser: Chen, Changrui (VerfasserIn)
Weitere Verfasser: Han, Jungong, Debattista, Kurt
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article