708 citations · 2.8k across the 48 of their papers we have counts for
3 papers · 1 filter
Joint Time-Frequency Scattering for Audio Classification
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
We introduce the joint time-frequency scattering transform, a time shift invariant descriptor of time-frequency structure for audio classification. It is obtained by applying a two…
Deep Haar Scattering Networks
Xiuyuan Cheng, Xu Chen, Stephane Mallat
An orthogonal Haar scattering transform is a deep network, computed with a hierarchy of additions, subtractions and absolute values, over pairs of coefficients. It provides a simpl…
Quantum Energy Regression using Scattering Transforms
Matthew Hirn, Nicolas Poilvert, Stéphane Mallat
We present a novel approach to the regression of quantum mechanical energies based on a scattering transform of an intermediate electron density representation. A scattering transf…