Weightless neural networks for open set recognition

DOI10.1007/s10994-017-5646-4zbMath1460.62158OpenAlexW2735639773WikidataQ58204449 ScholiaQ58204449MaRDI QIDQ1698851

Douglas O. Cardoso, Felipe M. G. França, João Gama

Publication date: 16 February 2018

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-017-5646-4

zbMATH Keywords

classificationanomaly detectionreject optionopen set recognition

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Neural nets and related approaches to inference from stochastic processes (62M45)

Related Items

Fully convolutional open set segmentation

Uses Software

• ImageNet
• Caltech-256

Cites Work

• Classification with reject option
• A logical calculus of the ideas immanent in nervous activity
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