Stéphane Mallat

CoRR, 2024

Generalization in diffusion models arises from geometry-adaptive harmonic representations.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generalization in diffusion models arises from geometry-adaptive harmonic representation.

[BibT_eX]

[DOI]

CoRR, 2023

Scattering Spectra Models for Physics.

[BibT_eX]

[DOI]

CoRR, 2023

A Rainbow in Deep Network Black Boxes.

[BibT_eX]

[DOI]

CoRR, 2023

Conditionally Strongly Log-Concave Generative Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Learning multi-scale local conditional probability models of images.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Particle gradient descent model for point process generation.

[BibT_eX]

[DOI]

Antoine Brochard

Bartlomiej Blaszczyszyn

Stat. Comput., 2022

Wavelet Conditional Renormalization Group.

[BibT_eX]

[DOI]

CoRR, 2022

Scale Dependencies and Self-Similarity Through Wavelet Scattering Covariance.

[BibT_eX]

[DOI]

Rudy Morel

Gaspar Rochette

Roberto Leonarduzzi

Jean-Philippe Bouchaud

CoRR, 2022

Wavelet Score-Based Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Phase Collapse in Neural Networks.

[BibT_eX]

[DOI]

Florentin Guth

John Zarka

Proceedings of the Tenth International Conference on Learning Representations, 2022

Generalized rectifier wavelet covariance models for texture synthesis.

[BibT_eX]

[DOI]

Antoine Brochard

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Separation and Concentration in Deep Networks.

[BibT_eX]

[DOI]

John Zarka

Florentin Guth

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Kymatio: Scattering Transforms in Python.

[BibT_eX]

[DOI]

Carmine-Emanuele Cella

Michael Eickenberg

J. Mach. Learn. Res., 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Joint Time-Frequency Scattering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Maximum Entropy Models from Phase Harmonic Covariances.

[BibT_eX]

[DOI]

CoRR, 2019

Statistical learning of geometric characteristics of wireless networks.

[BibT_eX]

[DOI]

Antoine Brochard

Bartlomiej Blaszczyszyn

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Maximum-entropy Scattering Models for Financial Time Series.

[BibT_eX]

[DOI]

Roberto Leonarduzzi

Gaspar Rochette

Jean-Phillipe Bouchaud

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Kymatio: Scattering Transforms in Python.

[BibT_eX]

[DOI]

Carmine-Emanuele Cella

Michael Eickenberg

CoRR, 2018

Phase Harmonics and Correlation Invariants in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Gaspar Rochette

CoRR, 2018

Classification with Joint Time-Frequency Scattering.

[BibT_eX]

[DOI]

CoRR, 2018

Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties.

[BibT_eX]

[DOI]

CoRR, 2018

Music Generation and Transformation with Moment Matching-Scattering Inverse Networks.

[BibT_eX]

[DOI]

Mathieu Andreux

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Generative networks as inverse problems with Scattering transforms.

[BibT_eX]

[DOI]

Tomás Angles

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Wavelet Scattering Regression of Quantum Chemical Energies.

[BibT_eX]

[DOI]

Matthew J. Hirn

Nicolas Poilvert

Multiscale Model. Simul., 2017

Multiscale Hierarchical Convolutional Networks.

[BibT_eX]

[DOI]

Jörn-Henrik Jacobsen

Edouard Oyallon

Arnold W. M. Smeulders

CoRR, 2017

Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Rigid Motion Model for Audio Source Separation.

[BibT_eX]

[DOI]

Guy Wolf

Shihab A. Shamma

IEEE Trans. Signal Process., 2016

Understanding Deep Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Wavelet Scattering on the Pitch Spiral.

[BibT_eX]

[DOI]

CoRR, 2016

Inverse Problems with Invariant Multiscale Statistics.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Manifold Learning for Latent Variable Inference in Dynamical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Phase recovery, MaxCut and complex semidefinite programming.

[BibT_eX]

[DOI]

Irène Waldspurger

Alexandre d'Aspremont

Math. Program., 2015

Transformée en scattering sur la spirale temps-chroma-octave.

[BibT_eX]

[DOI]

CoRR, 2015

Quantum Energy Regression using Scattering Transforms.

[BibT_eX]

[DOI]

Matthew J. Hirn

Nicolas Poilvert

CoRR, 2015

Deep Haar Scattering Networks.

[BibT_eX]

[DOI]

Xiuyuan Cheng

Xu Chen

CoRR, 2015

Joint time-frequency scattering for audio classification.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Deep roto-translation scattering for object classification.

[BibT_eX]

[DOI]

Edouard Oyallon

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Deep Scattering Spectrum.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: A Case-Control Study.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2014

Rigid-Motion Scattering for Texture Classification.

[BibT_eX]

[DOI]

CoRR, 2014

Generic Deep Networks with Wavelet Scattering.

[BibT_eX]

[DOI]

Edouard Oyallon

Proceedings of the 2nd International Conference on Learning Representations, 2014

Phase retrieval for the Cauchy wavelet transform.

[BibT_eX]

[DOI]

Irène Waldspurger

CoRR, 2014

Unsupervised Learning by Deep Scattering Contractions.

[BibT_eX]

[DOI]

Xu Chen

Xiuyuan Cheng

CoRR, 2014

Unsupervised Deep Haar Scattering on Graphs.

[BibT_eX]

[DOI]

Xu Chen

Xiuyuan Cheng

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Audio source separation with time-frequency velocities.

[BibT_eX]

[DOI]

Guy Wolf

Shihab A. Shamma

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Low dimensional manifold embedding for scattering coefficients of intrapartum fetale heart rate variability.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Invariant Scattering Convolution Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Deep Learning by Scattering.

[BibT_eX]

[DOI]

CoRR, 2013

Audio Texture Synthesis with Scattering Moments.

[BibT_eX]

[DOI]

CoRR, 2013

Wavelet methods for shape perception in electro-sensing.

[BibT_eX]

[DOI]

CoRR, 2013

Representing environmental sounds using the separable scattering transform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Scattering transform for intrapartum fetal heart rate characterization and acidosis detection.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

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

[BibT_eX]

[DOI]

Guillermo Sapiro

IEEE Trans. Image Process., 2012

Combined scattering for rotation invariant texture analysis.

[BibT_eX]

[DOI]

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Bandlet image estimation with model selection.

[BibT_eX]

[DOI]

Charles Dossal

Signal Process., 2011

Group Invariant Scattering

[BibT_eX]

[DOI]

CoRR, 2011

Classification with invariant scattering representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE 10th Image, 2011

Multiscale Scattering for Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Classification with scattering operators.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Super-Resolution With Sparse Mixing Estimators.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Image modeling and enhancement via structured sparse model selection.

[BibT_eX]

[DOI]

Guillermo Sapiro

Proceedings of the International Conference on Image Processing, 2010

Geometric models with co-occurrence groups.

[BibT_eX]

[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Structured pursuits for geometric super-resolution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

A Wavelet Tour of Signal Processing - The Sparse Way, 3rd Edition.

[BibT_eX]

[DOI]

Academic Press, ISBN: 978-0-12-374370-1, 2009

2008

Audio Denoising by Time-Frequency Block Thresholding.

[BibT_eX]

[DOI]

Emmanuel Bacry

IEEE Trans. Signal Process., 2008

2007

A review of Bandlet methods for geometrical image representation.

[BibT_eX]

[DOI]

Gabriel Peyré

Numer. Algorithms, 2007

Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation.

[BibT_eX]

[DOI]

Emmanuel Bacry

Proceedings of the IEEE International Conference on Acoustics, 2007

2005

Surface compression with geometric bandelets.

[BibT_eX]

[DOI]

Gabriel Peyré

ACM Trans. Graph., 2005

Sparse geometric image representations with bandelets.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2005

Bandelet Image Approximation and Compression.

[BibT_eX]

[DOI]

Multiscale Model. Simul., 2005

Discrete bandelets with geometric orthogonal filters.

[BibT_eX]

[DOI]

Gabriel Peyré

Proceedings of the 2005 International Conference on Image Processing, 2005

2003

Locally stationary covariance and signal estimation with macrotiles.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Deconvolution by thresholding in mirror wavelet bases.

[BibT_eX]

[DOI]

Jérôme Kalifa

Bernard Rougé

IEEE Trans. Image Process., 2003

Geometrical image compression with bandelets.

[BibT_eX]

Proceedings of the Visual Communications and Image Processing 2003, 2003

2002

The Texture Gradient Equation for Recovering Shape from Texture.

[BibT_eX]

[DOI]

Maureen Clerc

IEEE Trans. Pattern Anal. Mach. Intell., 2002

2001

Bandelet representations for image compression.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Image Compression with Geometrical Wavelets.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

On denoising and best signal representation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1999

Silhouette recognition using high-resolution pursuit.

[BibT_eX]

[DOI]

Pattern Recognit., 1999

Thresholding estimators for minimax restoration and deconvolution.

[BibT_eX]

Jérôme Kalifa

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Shape from Texture through Deformations.

[BibT_eX]

[DOI]

Maureen Clerc

Proceedings of the International Conference on Computer Vision, 1999

A Wavelet Tour of Signal Processing, 2nd Edition.

[BibT_eX]

Academic Press, ISBN: 978-0-12-466606-1, 1999

1998

Analysis of low bit rate image transform coding.

[BibT_eX]

[DOI]

Frédéric Falzon

IEEE Trans. Signal Process., 1998

Low bit rate image coding over bases.

[BibT_eX]

[DOI]

Frédéric Falzon

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Image Deconvolution in Mirror Wavelet Bases.

[BibT_eX]

[DOI]

Jérôme Kalifa

Bernard Rougé

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Wavelet interpolation networks.

[BibT_eX]

[DOI]

Christophe P. Bernard

Jean-Jacques E. Slotine

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1996

Wavelets for a vision.

[BibT_eX]

[DOI]

Proc. IEEE, 1996

Sound Signals Decomposition Using a High Resolution Matching Pursuit.

[BibT_eX]

[DOI]

Proceedings of the 1996 International Computer Music Conference, 1996

1995

Multiscale geometrical feature extraction and object recognition with wavelets and morphology.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Matching pursuit of images.

[BibT_eX]

[DOI]

F. Bergeaud

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Best basis algorithm for signal enhancement.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

Geometric interpretation of multiaccess joint detection and the alternating projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1993

Matching pursuits with time-frequency dictionaries.

[BibT_eX]

[DOI]

Zhifeng Zhang

IEEE Trans. Signal Process., 1993

Adaptive time-frequency transform.

[BibT_eX]

[DOI]

Zhifeng Zhang

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

Singularity detection and processing with wavelets.

[BibT_eX]

[DOI]

Wen-Liang Hwang

IEEE Trans. Inf. Theory, 1992

Introduction to the special issue on wavelet transforms and multiresolution signal analysis.

[BibT_eX]

Ingrid Daubechies

Alan S. Willsky

IEEE Trans. Inf. Theory, 1992

Characterization of Signals from Multiscale Edges.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1992

Singularities and noise discrimination with wavelets.

[BibT_eX]

[DOI]

Wen-Liang Hwang

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

Zero-crossings of a wavelet transform.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1991

Compact image coding from edges with wavelets.

[BibT_eX]

[DOI]

Proceedings of the 1991 International Conference on Acoustics, 1991

1990

Signal characterization from multiscale edges.

[BibT_eX]

[DOI]

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Compact image representation from multiscale edges.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Computer Vision, 1990

1989

Multifrequency channel decompositions of images and wavelet models.

[BibT_eX]

[DOI]

IEEE Trans. Acoust. Speech Signal Process., 1989

A Theory for Multiresolution Signal Decomposition: The Wavelet Representation.

[BibT_eX]

[DOI]