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The key theoretical results are: (1) CIL is learnable and (2) the necessary and sufficient conditions for solving CIL are good within-task prediction and good out-of-distribution (OOD) detection. Based on the theory, several CIL methods have been designed, which have produced state-of-the-art results. Bing Liu.
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