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pro vyhledávání: '"PHILLIPS, JACOB"'
Multimodal language models can exhibit hallucinations in their outputs, which limits their reliability. The ability to automatically detect these errors is important for mitigating them, but has been less explored and existing efforts do not localize
Externí odkaz:
http://arxiv.org/abs/2409.00238
Autor:
Phillips, Jacob F., Douglas, Tyra C., Davenport, Matthew A., Chhetri, Top B. Rawot, Whitt, Logan M., Rosenkranz, Stephan, Osborn, Raymond, Krogstad, Matthew J., Allred, Jared M.
Though the effects of metal dopants on the electrostructural transition of rutile VO$_2$ have been studied for many decades, there is still no consensus explanation for the observed trends. A major challenge has been to separate the impact of a dopan
Externí odkaz:
http://arxiv.org/abs/2406.19200
Autor:
LeVine, Will, Pikus, Benjamin, Phillips, Jacob, Norman, Berk, Gil, Fernando Amat, Hendryx, Sean
As deep neural networks become adopted in high-stakes domains, it is crucial to identify when inference inputs are Out-of-Distribution (OOD) so that users can be alerted of likely drops in performance and calibration despite high confidence -- ultima
Externí odkaz:
http://arxiv.org/abs/2401.12129