Stéphane Mallat - researchr alias

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Viewing Publication 1 - 80 from 80

2023

Conditionally Strongly Log-Concave Generative ModelsFlorentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat. icml 2023: 12224-12251 [doi]

Learning multi-scale local conditional probability models of imagesZahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli. iclr 2023: [doi]

2022

2021

Separation and Concentration in Deep NetworksJohn Zarka, Florentin Guth, Stéphane Mallat. iclr 2021: [doi]

2020

2019

2018

Music Generation and Transformation with Moment Matching-Scattering Inverse NetworksMathieu Andreux, Stéphane Mallat. ismir 2018: 327-333 [doi]

Generative networks as inverse problems with Scattering transformsTomás Angles, Stéphane Mallat. iclr 2018: [doi]

2017

Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic DensitiesMichael Eickenberg, Georgios Exarchakis, Matthew Hirn, Stéphane Mallat. nips 2017: 6543-6552 [doi]

Wavelet Scattering Regression of Quantum Chemical EnergiesMatthew Hirn, Stéphane Mallat, Nicolas Poilvert. mmas, 15(2):827-863, 2017. [doi]

2016

Rigid Motion Model for Audio Source SeparationGuy Wolf, Stéphane Mallat, Shihab Shamma. tsp, 64(7):1822-1831, 2016. [doi]

2015

2014

2013

2012

Combined scattering for rotation invariant texture analysisLaurent Sifre, Stéphane Mallat. esann 2012: [doi]

Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured SparsityGuoshen Yu, Guillermo Sapiro, Stéphane Mallat. TIP, 21(5):2481-2499, 2012. [doi]

2011

2010

Geometric models with co-occurrence groupsJoan Bruna, Stéphane Mallat. esann 2010: [doi]

Super-Resolution With Sparse Mixing EstimatorsStéphane Mallat, Guoshen Yu. TIP, 19(11):2889-2900, 2010. [doi]

Image modeling and enhancement via structured sparse model selectionGuoshen Yu, Guillermo Sapiro, Stéphane Mallat. icip 2010: 1641-1644 [doi]

2009

Structured pursuits for geometric super-resolutionStéphane Mallat, Guoshen Yu. icip 2009: 1477-1480 [doi]

2008

Audio Denoising by Time-Frequency Block ThresholdingGuoshen Yu, Stéphane Mallat, Emmanuel Bacry. tsp, 56(5):1830-1839, 2008. [doi]

2007

A review of Bandlet methods for geometrical image representationStéphane Mallat, Gabriel Peyré. na, 44(3):205-234, 2007. [doi]

Audio Signal Denoising with Complex Wavelets and Adaptive Block AttenuationGuoshen Yu, Emmanuel Bacry, Stéphane Mallat. icassp 2007: 869-872 [doi]

2005

Sparse geometric image representations with bandeletsErwan Le Pennec, Stéphane Mallat. TIP, 14(4):423-438, 2005. [doi]

Bandelet Image Approximation and CompressionErwan Le Pennec, Stéphane Mallat. mmas, 4(3):992-1039, 2005. [doi]

Discrete bandelets with geometric orthogonal filtersGabriel Peyré, Stéphane Mallat. icip 2005: 65-68 [doi]

Surface compression with geometric bandeletsGabriel Peyré, Stéphane Mallat. tog, 24(3):601-608, 2005. [doi]

2003

Locally stationary covariance and signal estimation with macrotilesDavid L. Donoho, Stéphane Mallat, Rainer von Sachs, Yann Samuelides. tsp, 51(3):614-627, 2003. [doi]

Deconvolution by thresholding in mirror wavelet basesJérôme Kalifa, Stéphane Mallat, Bernard Rougé. TIP, 12(4):446-457, 2003. [doi]

Geometrical image compression with bandeletsErwan Le Pennec, Stéphane Mallat. vcip 2003: 1273-1286

2002

The Texture Gradient Equation for Recovering Shape from TextureMaureen Clerc, Stéphane Mallat. pami, 24(4):536-549, 2002. [doi]

2001

Bandelet representations for image compressionErwan Le Pennec, Stéphane Mallat. icip 2001: 12 [doi]

2000

Image Compression with Geometrical WaveletsErwan Le Pennec, Stéphane Mallat. icip 2000: 661-664

1999

1998

1996

Sound Signals Decomposition Using a High Resolution Matching PursuitRémi Gribonval, Philippe Depalle, Xavier Rodet, Emmanuel Bacry, Stéphane Mallat. icmc 1996: [doi]

Wavelets for a visionStéphane Mallat. pieee, 84(4):604-614, 1996. [doi]

1995

1993

Adaptive time-frequency transformStéphane Mallat, Zhifeng Zhang. icassp 1993: 241-244 [doi]

Matching pursuits with time-frequency dictionariesStéphane Mallat, Zhifeng Zhang. tsp, 41(12):3397-3415, 1993. [doi]

1992

Introduction to the special issue on wavelet transforms and multiresolution signal analysisIngrid Daubechies, Stéphane Mallat, Alan S. Willsky. TIT, 38(2):529-532, 1992.

Singularities and noise discrimination with waveletsWen-Liang Hwang, Stéphane Mallat. icassp 1992: 377-380 [doi]

Characterization of Signals from Multiscale EdgesStéphane Mallat, Sifen Zhong. pami, 14(7):710-732, 1992. [doi]

Singularity detection and processing with waveletsStéphane Mallat, Wen-Liang Hwang. TIT, 38(2):617-643, 1992.

1991

Zero-crossings of a wavelet transformStéphane Mallat. TIT, 37(4):1019-1033, 1991.

Compact image coding from edges with waveletsStéphane Mallat, Sifen Zhong. icassp 1991: 2745-2748 [doi]

1990

Signal characterization from multiscale edgesStéphane Mallat, Sifen Zhong. icpr 1990: 891-896 [doi]

Compact image representation from multiscale edgesSifen Zhong, Stéphane Mallat. iccv 1990: 522-525 [doi]

1989

A Theory for Multiresolution Signal Decomposition: The Wavelet RepresentationStéphane Mallat. pami, 11(7):674-693, 1989. [doi]

Multifrequency channel decompositions of images and wavelet modelsStéphane Mallat. tsp, 37(12):2091-2110, 1989. [doi]

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