GDumb: A simple approach that questions our progress in continual learning

We discuss a general formulation for the Continual Learning (CL) problem for classification—a learning task where a stream provides samples to a learner and the goal of the learner, depending on the samples it receives, is to continually upgrade its knowledge about the old classes and learn new ones...

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Bibliographic Details
Main Authors: Prabhu, A, Torr, PHS, Dokania, PK
Format: Conference item
Language:English
Published: Springer International Publishing 2020