Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings

Nov-20-2025, 12:01:34 GMT–Neural Information Processing Systems

Despite being a key challenge, task confusion lacks a theoretical understanding.

artificial intelligence, classifier, machine learning, (19 more...)

Neural Information Processing Systems

Nov-20-2025, 12:01:34 GMT

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Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings

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