Search Results for author: Wilson Gregory

Found 2 papers, 1 papers with code

GeometricImageNet: Extending convolutional neural networks to vector and tensor images

1 code implementation21 May 2023 Wilson Gregory, David W. Hogg, Ben Blum-Smith, Maria Teresa Arias, Kaze W. K. Wong, Soledad Villar

We use representation theory to quantify the dimension of the space of equivariant polynomial functions on 2-dimensional vector images.

MarkerMap: nonlinear marker selection for single-cell studies

no code implementations28 Jul 2022 Nabeel Sarwar, Wilson Gregory, George A Kevrekidis, Soledad Villar, Bianca Dumitrascu

Single-cell RNA-seq data allow the quantification of cell type differences across a growing set of biological contexts.

Imputation Vocal Bursts Type Prediction

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