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Class-IncrementalLearningviaDualAugmentation

Neural Information Processing Systems

Typically, DNNs suffer from drastic performance degradation of previously learned tasksafterlearning newknowledge, which isawell-documented phenomenon, knownascatastrophic forgetting [8,9,10].