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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

RealisticEvaluationofTransductive Few-ShotLearning-SupplementaryMaterial

Neural Information Processing SystemsFeb-8-2026, 14:16:45 GMT

In the main tables of the paper, we did not include the performances ofα-TIM in the standard balanced setting. Now,wewanttoemphasize thatthemodel differences mentioned abovecanbestraightforwardly applied to ourα-TIM (and likely the other methods) in order to boost the results at the cost of a significant increase of compute requirement. We provide the derivation of Eq. (4) in the main paper, which linksα-entropyHα(p) to the αdivergence: The study in [4] examined the effect of class imbalance on the support set after defining several processes togenerate class-imbalanced support sets.

artificial intelligence, bothconditionalandmarginalterm, machine learning, (17 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.52)

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