SE2D stabilizes continual distillation across heterogeneous teachers by preserving logits on external unlabeled data to mitigate unseen knowledge forgetting.
A continual learning survey: Defying for- getting in classification tasks.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(7):3366–3385, 2021
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Continual Distillation of Teachers from Different Domains
SE2D stabilizes continual distillation across heterogeneous teachers by preserving logits on external unlabeled data to mitigate unseen knowledge forgetting.