Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox

Feb-17-2026, 03:57:18 GMT–Neural Information Processing Systems

However, some marginal OOD samples actually have close semantic contents to the in-distribution (ID) sample, which makes determining the OOD sample a Sorites Paradox.

artificial intelligence, machine learning, natural language, (19 more...)

Neural Information Processing Systems

Feb-17-2026, 03:57:18 GMT

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