Search Results for author: Mauricio Flores

Found 2 papers, 0 papers with code

Learning Furniture Compatibility with Graph Neural Networks

no code implementations15 Apr 2020 Luisa F. Polania, Mauricio Flores, Yiran Li, Matthew Nokleby

We present two GNN models, both of which comprise a deep CNN that extracts a feature representation for each image, a gated recurrent unit (GRU) network that models interactions between the furniture items in a set, and an aggregation function that calculates the compatibility score.

Graph Neural Network

Analysis and algorithms for $\ell_p$-based semi-supervised learning on graphs

no code implementations15 Jan 2019 Mauricio Flores, Jeff Calder, Gilad Lerman

In the first part of the paper we prove new discrete to continuum convergence results for $p$-Laplace problems on $k$-nearest neighbor ($k$-NN) graphs, which are more commonly used in practice than random geometric graphs.

General Classification

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