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2026 1

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Re-Evaluating Continual Learning with Few-Shot Adaptation

cs.LG · 2026-06-02 · unverdicted · novelty 6.0

Few-shot evaluation and a per-shot plasticity metric show that meta-learning short sequences of future tasks in continual image classification induces learning-to-learn behavior.

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  • Re-Evaluating Continual Learning with Few-Shot Adaptation cs.LG · 2026-06-02 · unverdicted · none · ref 38

    Few-shot evaluation and a per-shot plasticity metric show that meta-learning short sequences of future tasks in continual image classification induces learning-to-learn behavior.