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11/16/2022
Learning unfolded networks with a cyclic group structure
Deep neural networks lack straightforward ways to incorporate domain kno...
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02/13/2021
On the convergence of group-sparse autoencoders
Recent approaches in the theoretical analysis of model-based deep learni...
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06/16/2020
Dense and Sparse Coding: Theory and Architectures
The sparse representation model has been successfully utilized in a numb...
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12/09/2019
Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices
Tropical Geometry and Mathematical Morphology share the same max-plus an...
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11/01/2018
An Adaptive Pruning Algorithm for Spoofing Localisation Based on Tropical Geometry
The problem of spoofing attacks is increasingly relevant as digital syst...
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11/01/2018