Openness-aware multi-prototype learning for open set medical diagnosis
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Unlike the prevalent image classification paradigm that assumes all samples belong to pre-defined classes, Open set recognition (OSR) indicates that new classes unobserved during training could appear in testing. It mandates a model to not only categorize know... ...