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05/29/2023
A Rainbow in Deep Network Black Boxes
We introduce rainbow networks as a probabilistic model of trained deep n...
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06/20/2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
End-to-end learning models have demonstrated a remarkable capability in ...
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04/19/2022
Scale Dependencies and Self-Similarity Through Wavelet Scattering Covariance
We introduce a scattering covariance matrix which provides non-Gaussian ...
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12/12/2019
Efficient Per-Example Gradient Computations in Convolutional Neural Networks
Deep learning frameworks leverage GPUs to perform massively-parallel com...
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12/28/2018
Kymatio: Scattering Transforms in Python
The wavelet scattering transform is an invariant signal representation s...
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10/29/2018