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Maximum Entropy Models from Phase Harmonic Covariances

Nov 22, 2019
Sixin Zhang, Stéphane Mallat


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Deep Network classification by Scattering and Homotopy dictionary learning

Oct 08, 2019
John Zarka, Louis Thiry, Tomás Angles, Stéphane Mallat


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Kymatio: Scattering Transforms in Python

Dec 28, 2018
Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Matthew J. Hirn, Edouard Oyallon, Sixhin Zhang, Carmine Cella, Michael Eickenberg


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Statistical learning of geometric characteristics of wireless networks

Dec 19, 2018
Antoine Brochard, Bartłomiej Błaszczyszyn, Stéphane Mallat, Sixin Zhang

* Accepted for IEEE INFOCOM 2019 

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Phase Harmonics and Correlation Invariants in Convolutional Neural Networks

Oct 29, 2018
Stéphane Mallat, Sixin Zhang, Gaspar Rochette


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Generative networks as inverse problems with Scattering transforms

May 17, 2018
Tomás Angles, Stéphane Mallat

* International Conference on Learning Representations, 2018 

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Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties

May 01, 2018
Michael Eickenberg, Georgios Exarchakis, Matthew Hirn, Stéphane Mallat, Louis Thiry

* Keywords: wavelets, electronic structure calculations, solid harmonics, invariants, multilinear regression 

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Multiscale Hierarchical Convolutional Networks

Mar 12, 2017
Jörn-Henrik Jacobsen, Edouard Oyallon, Stéphane Mallat, Arnold W. M. Smeulders


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Wavelet Scattering Regression of Quantum Chemical Energies

Jan 06, 2017
Matthew Hirn, Stéphane Mallat, Nicolas Poilvert

* Multiscale Modeling and Simulation, volume 15, issue 2, 827-863, 2017 
* Replaces arXiv:1502.02077. v2: Minor clarifications, additions, and typo corrections. v3: Minor edits. Software to reproduce the numerical results is available at: https://github.com/matthew-hirn/ScatNet-QM-2D 

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Quantum Energy Regression using Scattering Transforms

May 20, 2016
Matthew Hirn, Nicolas Poilvert, Stéphane Mallat

* 9 pages, 2 figures, 1 table. v2: Correction to Section 4.3. v3: Replaced by arXiv:1605.04654 

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Understanding Deep Convolutional Networks

Jan 19, 2016
Stéphane Mallat

* 17 pages, 4 Figures 

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Wavelet Scattering on the Pitch Spiral

Jan 03, 2016
Vincent Lostanlen, Stéphane Mallat

* Proceedings of the 18th International Conference on Digital Audio Effects (DAFx-15), Trondheim, Norway, Nov 30 - Dec 3, 2015, pp. 429--432 
* Proceedings of the 18th International Conference on Digital Audio Effects (DAFx-15), Trondheim, Norway, Nov 30 - Dec 3, 2015, pp. 429--432. 4 pages, 3 figures 

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Deep Learning by Scattering

Jun 25, 2015
Stéphane Mallat, Irène Waldspurger

* 10 pages, 1 figure 

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Deep Roto-Translation Scattering for Object Classification

May 30, 2015
Edouard Oyallon, Stéphane Mallat

* 9 pages, 3 figures, CVPR 2015 paper 

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Unsupervised Deep Haar Scattering on Graphs

Nov 03, 2014
Xu Chen, Xiuyuan Cheng, Stéphane Mallat


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Generic Deep Networks with Wavelet Scattering

Mar 10, 2014
Edouard Oyallon, Stéphane Mallat, Laurent Sifre

* Workshop, 3 pages, prepared for ICLR 2014 

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Rigid-Motion Scattering for Texture Classification

Mar 07, 2014
Laurent SIfre, Stéphane Mallat

* 19 pages, submitted to International Journal of Computer Vision 

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Classification with Scattering Operators

Nov 20, 2013
Joan Bruna, Stéphane Mallat

* 6 pages. CVPR 2011 

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Wavelet methods for shape perception in electro-sensing

Oct 10, 2013
Habib Ammari, Stéphane Mallat, Irène Waldspurger, Han Wang


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Group Invariant Scattering

Apr 15, 2012
Stéphane Mallat

* 78 pages, 5 figures 

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Invariant Scattering Convolution Networks

Mar 08, 2012
Joan Bruna, Stéphane Mallat

* 15 pages double column, 9 figures 

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Classification with Invariant Scattering Representations

Dec 05, 2011
Joan Bruna, Stéphane Mallat

* 6 pages, 2 figures; IVMSP Workshop, 2011 IEEE 10th 

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Geometric Models with Co-occurrence Groups

Jan 30, 2011
Joan Bruna, Stéphane Mallat

* 6 pages, ESANN 2010 

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Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

Jun 15, 2010
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat

* 30 pages 

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