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Incremental Learning - Is incremental learning the same as continual learning?


Continual Learning, also known as Incremental Learning or Life-long Learning, is a learning strategy where a model is trained sequentially on numerous tasks without forgetting information from earlier tasks. In this mode, data from previous tasks are not accessible when training new tasks.