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CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay
The former adaptively modulates the replay buffer allocation for each task based on its forgetting rate, while the latter guarantees the inclusion of representative data that best encapsulates the characteristics of each task within the buffer.
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