Search Results for author: A. Michael Carrell

Found 2 papers, 1 papers with code

Attribute Diversity Determines the Systematicity Gap in VQA

no code implementations • 15 Nov 2023 • Ian Berlot-Attwell, Kumar Krishna Agrawal, A. Michael Carrell, Yash Sharma, Naomi Saphra

The degree to which neural networks can generalize to new combinations of familiar concepts, and the conditions under which they are able to do so, has long been an open question.

Attribute Diversity +2

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The Calibration Generalization Gap

1 code implementation • 5 Oct 2022 • A. Michael Carrell, Neil Mallinar, James Lucas, Preetum Nakkiran

We propose a systematic way to study the calibration error: by decomposing it into (1) calibration error on the train set, and (2) the calibration generalization gap.

Data Augmentation

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