Generative OpenMax for Multi-Class Open Set Classification

24 Jul 2017ZongYuan GeSergey DemyanovZetao ChenRahil Garnavi

We present a conceptually new and flexible method for multi-class open set classification. Unlike previous methods where unknown classes are inferred with respect to the feature or decision distance to the known classes, our approach is able to provide explicit modelling and decision score for unknown classes... (read more)

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