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In this work we compute lower Lipschitz bounds of $\ell_p$ pooling operators for $p=1, 2, \infty$ as well as $\ell_p$ pooling operators preceded by half-rectification layers.
A practical algorithm for the determination of the phase from image and diffraction plane pictures
R. W. Gerchberg and W. Owen Saxton · 1972
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A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
A. Hyvärinen and P. Hoyer · 2001
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Probabilistic inference of speech signals from phaseless spectrograms
Kannan Achan, Sam T. Roweis, and Brendan J. Frey · 2003
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Near Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
E. Candes and T. Tao · 2004
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K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
M. Aharon, M. Elad, and A. Bruckstein · 2006
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On signal reconstruction without phase
Radu Balan, Pete Casazza, and Dan Edidin · 2006
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VLFeat: An open and portable library of computer vision algorithms
A. Vedaldi and B. Fulkerson · 2008
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Learning invariant features through topographic filter maps
Koray Kavukcuoglu, Marc’Aurelio Ranzato, Rob Fergus, and Yann LeCun · 2009
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Invariant scattering convolution networks
J. Bruna and S. Mallat · 2012
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Group Invariant Scattering
S. Mallat · 2012
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Cprl – an extension of compressive sensing to the phase retrieval problem
Henrik Ohlsson, Allen Y. Yang, Roy Dong, and S. Shankar Sastry · 2012
Cited alongside, same era.
Phase recovery, maxcut and complex semidefinite programming, 2012
Irène Waldspurger, Alexandre d’Aspremont, and Stéphane Mallat · 2012
Cited alongside, same era.
Invertibility and robustness of phaseless reconstruction, 2013
Radu Balan and Yang Wang · 2013
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Phase retrieval by projections, 2013
Jameson Cahill, Peter G. Casazza, Jesse Peterson, and Lindsey Woodland · 2013
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Phaselift: Exact and stable signal recovery from magnitude measurements via convex programming
Emmanuel J. Candes, Thomas Strohmer, and Vladislav Voroninski · 2013
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Maxout Networks
I. J. Goodfellow, D. Warde-Farley, M. Mirza, A. Courville, and Y. Bengio · 2013
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On conditions for uniqueness for sparse phase retrieval, 2013
Y. Ohlsson, H. Eldar · 2013
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