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Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation
This challenge arises due to the tendency of previously learned weights to be adjusted to suit the objectives of new tasks, resulting in a phenomenon called catastrophic forgetting.
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