Search Results for author: Kendrick Kay

Found 4 papers, 2 papers with code

Semantic scene descriptions as an objective of human vision

no code implementations23 Sep 2022 Adrien Doerig, Tim C Kietzmann, Emily Allen, Yihan Wu, Thomas Naselaris, Kendrick Kay, Ian Charest

Interpreting the meaning of a visual scene requires not only identification of its constituent objects, but also a rich semantic characterization of object interrelations.

NeuroGen: activation optimized image synthesis for discovery neuroscience

2 code implementations15 May 2021 Zijin Gu, Keith W. Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick Kay, Mert R. Sabuncu, Amy Kuceyeski

NeuroGen combines an fMRI-trained neural encoding model of human vision with a deep generative network to synthesize images predicted to achieve a target pattern of macro-scale brain activation.

Image Generation

Fractional ridge regression: a fast, interpretable reparameterization of ridge regression

2 code implementations7 May 2020 Ariel Rokem, Kendrick Kay

Ridge regression (RR) is a regularization technique that penalizes the L2-norm of the coefficients in linear regression.

regression

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