Extreme Value Theory-Based Methods for Visual Recognition

Extreme Value Theory-Based Methods for Visual Recognition, 2017.

Cited by: 8|Views20
EI

Abstract:

A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain, to highly abstracted class categories in machine learning for classification tasks, central-tendency models based on the Gaussian distribution are a seemingly natural and obvious choice for...More

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