Search Results for author: Emma C Robinson

Found 1 papers, 1 papers with code

Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data

1 code implementation10 Aug 2023 Simon Dahan, Mariana da Silva, Daniel Rueckert, Emma C Robinson

By reconstructing surface data from a masked version of the input, the proposed method effectively models cortical structure to learn strong representations that translate to improved performance in downstream tasks.

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