6 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 4 cited
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Michael Perlmutter, Feng Gao, Guy Wolf +1
The Euclidean scattering transform was introduced nearly a decade ago to improve the mathematical understanding of convolutional neural networks. Inspired by recent interest in geo…
cs.LG2018★ 6 cited
Geometric Scattering for Graph Data Analysis
Feng Gao, Guy Wolf, Matthew Hirn
We explore the generalization of scattering transforms from traditional (e.g., image or audio) signals to graph data, analogous to the generalization of ConvNets in geometric deep…