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Scattering Statistics of Generalized Spatial Poisson Point Processes
We present a machine learning model for the analysis of randomly generated discrete signals, modeled as the points of an inhomogeneous, compound Poisson point process.
Texture synthesis via projection onto multiscale, multilayer statistics
We provide a new model for texture synthesis based on a multiscale, multilayer feature extractor.
A Hybrid Scattering Transform for Signals with Isolated Singularities
We also show that the Gabor measurements used in the second layer can be used to synthesize sparse signals such as those produced by the first layer.
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