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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) …

OptimizingRelevanceMapsofVision TransformersImprovesRobustness

Neural Information Processing SystemsFeb-12-2026, 06:10:44 GMT

A Rh s s is the attention matrix, where rowirepresents the attention coefficients of each tokenintheinput with respect tothetokeni.

artificial intelligence, input original, machine learning, (11 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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OptimizingRelevanceMapsofVision TransformersImprovesRobustness

Neural Information Processing SystemsFeb-12-2026, 06:10:40 GMT

It has been observed that visual classification models often rely mostly on spurious cues such as the image background, which hurts their robustness to distribution changes. To alleviate this shortcoming, we propose to monitor the model's relevancy signal and direct the model to base its prediction on the foregroundobject.

artificial intelligence, dataset, machine learning, (15 more...)

Neural Information Processing Systems

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