research
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10/11/2021
Phase Collapse in Neural Networks
Deep convolutional image classifiers progressively transform the spatial...
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12/18/2020
Separation and Concentration in Deep Networks
Numerical experiments demonstrate that deep neural network classifiers p...
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10/08/2019
Deep Network classification by Scattering and Homotopy dictionary learning
We introduce a sparse scattering deep convolutional neural network, whic...
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12/28/2018