1.2k citations · 4.8k across the 21 of their papers we have counts for
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cs.CV2014★ 279 cited
Rigid-Motion Scattering for Texture Classification
Laurent SIfre, Stéphane Mallat
A rigid-motion scattering computes adaptive invariants along translations and rotations, with a deep convolutional network. Convolutions are calculated on the rigid-motion group, w…
cs.CV2013★ 22 cited
Generic Deep Networks with Wavelet Scattering
Edouard Oyallon, Stéphane Mallat, Laurent Sifre
We introduce a two-layer wavelet scattering network, for object classification. This scattering transform computes a spatial wavelet transform on the first layer and a new joint wa…