Example Mining for Incremental Learning in Medical Imaging

24 Jul 2018Pratyush KumarMuktabh Mayank Srivastava

Incremental Learning is well known machine learning approach wherein the weights of the learned model are dynamically and gradually updated to generalize on new unseen data without forgetting the existing knowledge. Incremental learning proves to be time as well as resource-efficient solution for deployment of deep learning algorithms in real world as the model can automatically and dynamically adapt to new data as and when annotated data becomes available... (read more)

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