Stéphane Mallat

Q: What Schools Are Affiliated With Stéphane Mallat

Stéphane Mallat is affiliated with the following schools: New York University, University of Pennsylvania, Paris Sciences et Lettres University

Stéphane Mallat's AcademicInfluence.com Rankings

Stéphane Mallat

Mathematics

#884

World Rank

#1556

Historical Rank

Measure Theory

#125

World Rank

#201

Historical Rank

mathematics Degrees

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Mathematics

Stéphane Mallat's Degrees

PhD Mathematics University of Pennsylvania

Why Is Stéphane Mallat Influential?

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According to Wikipedia, Stéphane Georges Mallat is a French applied mathematician, concurrently appointed as Professor at Collège de France and École normale supérieure. He made fundamental contributions to the development of wavelet theory in the late 1980s and early 1990s. He has additionally done work in applied mathematics, signal processing, music synthesis and image segmentation.

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Stéphane Mallat's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A Theory for Multiresolution Signal Decomposition: The Wavelet Representation (1989) (21622)
A wavelet tour of signal processing (1998) (18768)
Matching pursuits with time-frequency dictionaries (1993) (9224)
Singularity detection and processing with wavelets (1992) (4188)
Characterization of Signals from Multiscale Edges (2011) (3345)
Multiresolution approximations and wavelet orthonormal bases of L^2(R) (2009) (2666)
A Wavelet Tour of Signal Processing - The Sparse Way, 3rd Edition (2008) (2609)
Multifrequency channel decompositions of images and wavelet models (1989) (2173)
Invariant Scattering Convolution Networks (2012) (1131)
Sparse geometric image representations with bandelets (2005) (966)
A Wavelet Tour of Signal Processing, 2nd Edition (1999) (942)
Group Invariant Scattering (2011) (823)
Zero-crossings of a wavelet transform (1991) (766)
VI – Wavelet zoom (1999) (745)
Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity (2010) (587)
Phase recovery, MaxCut and complex semidefinite programming (2012) (565)
Understanding deep convolutional networks (2016) (531)
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination (2013) (410)
Deep Scattering Spectrum (2013) (408)
Adaptive time-frequency decompositions (1994) (369)
Wavelets for a vision (1996) (368)
Super-Resolution With Sparse Mixing Estimators (2010) (321)
Analysis of low bit rate image transform coding (1998) (311)
Bandelet Image Approximation and Compression (2005) (247)
Adaptive covariance estimation of locally stationary processes (1998) (245)
Rigid-Motion Scattering for Texture Classification (2014) (232)
On denoising and best signal representation (1999) (231)
Deep roto-translation scattering for object classification (2014) (201)
Invariant Scattering Convolution Networks. (2012) (199)
Surface compression with geometric bandelets (2005) (187)
A wavelet based space-time adaptive numerical method for partial differential equations (1990) (186)
Audio Denoising by Time-Frequency Block Thresholding (2008) (182)
A review of Bandlet methods for geometrical image representation (2007) (144)
Multiscale Scattering for Audio Classification (2011) (140)
Image compression with geometrical wavelets (2000) (134)
Classification with scattering operators (2010) (131)
The Quijote Simulations (2019) (118)
Multifrequency Channel Decompositions of Images (1989) (117)
The Texture Gradient Equation for Recovering Shape from Texture (2002) (115)
Orthogonal bandelet bases for geometric images approximation (2008) (113)
Matching pursuit of images (1995) (112)
Discrete bandelets with geometric orthogonal filters (2005) (112)
Second generation compact image coding with wavelets (1993) (107)
Image modeling and enhancement via structured sparse model selection (2010) (106)
HIGH RESOLUTION PURSUIT FOR FEATURE EXTRACTION (1998) (104)
II – Fourier kingdom (1999) (100)
Thresholding estimators for linear inverse problems and deconvolutions (2003) (92)
Introduction to the special issue on wavelet transforms and multiresolution signal analysis (1992) (88)
Wavelet Scattering Regression of Quantum Chemical Energies (2016) (86)
Kymatio: Scattering Transforms in Python (2018) (82)
Multiresolution representations and wavelets (1988) (81)
Estimating Covariances of Locally Stationary Processes : Rates of Convergence of Best Basis Methods (1998) (75)
Adaptive time-frequency decomposition with matching pursuits (1992) (71)
Adaptive time-frequency decompositions with matching pursuit (1994) (67)
Deconvolution by thresholding in mirror wavelet bases (2003) (63)
Phase Retrieval for the Cauchy Wavelet Transform (2014) (63)
Combined scattering for rotation invariant texture analysis (2012) (63)
Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties (2018) (61)
Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: A Case-Control Study (2014) (61)
Manifold Learning for Latent Variable Inference in Dynamical Systems (2015) (55)
Intermittent process analysis with scattering moments (2013) (51)
Unsupervised Deep Haar Scattering on Graphs (2014) (49)
Estimating deformations of stationary processes (2003) (45)
Audio Texture Synthesis with Scattering Moments (2013) (44)
Sound Signals Decomposition Using a High Resolution Matching Pursuit (1996) (44)
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities (2017) (43)
Joint time-frequency scattering for audio classification (2015) (42)
Best basis algorithm for signal enhancement (1995) (42)
Signal characterization from multiscale edges (1990) (41)
Generic Deep Networks with Wavelet Scattering (2013) (40)
Characterization of Self-Similar Multifractals with Wavelet Maxima (1994) (38)
APPLIED MATHEMATICS MEETS SIGNAL PROCESSING (2001) (34)
Deep Network classification by Scattering and Homotopy dictionary learning (2019) (33)
Compact image representation from multiscale edges (1990) (32)
Quantum Energy Regression using Scattering Transforms (2015) (31)
Estimating covariances of locally stationary processes: consistency of best basis methods (1996) (31)
Bandelet representations for image compression (2001) (30)
Multiscale sparse microcanonical models (2018) (30)
Wavelet interpolation networks (1998) (29)
Joint Time–Frequency Scattering (2018) (28)
Generative networks as inverse problems with Scattering transforms (2018) (27)
Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation (2007) (25)
Representing environmental sounds using the separable scattering transform (2013) (25)
Geometrical image compression with bandelets (2003) (25)
New interpretable statistics for large-scale structure analysis and generation (2020) (25)
Minimax Restoration and Deconvolution (1999) (25)
Multiresolution Approach to Wavelets in Computer Vision (1990) (24)
Deep Haar Scattering Networks (2015) (24)
Image deconvolution in mirror wavelet bases (1998) (22)
An efficient image representation for multiscale analysis (1987) (21)
SCATTERING REPRESENTATION OF MODULATED SOUNDS (2012) (21)
Wavelet Scattering on the Pitch Spiral (2016) (21)
Silhouette recognition using high-resolution pursuit (1999) (20)
Recursive interferometric representations (2010) (19)
Compact image coding from edges with wavelets (1991) (19)
The RWST, a comprehensive statistical description of the non-Gaussian structures in the ISM (2019) (18)
Adaptive time-frequency transform (1993) (18)
Phase harmonic correlations and convolutional neural networks (2018) (18)
Multiscale Hierarchical Convolutional Networks (2017) (17)
Locally stationary covariance and signal estimation with macrotiles (2003) (17)
Foveal detection and approximation for singularities (2003) (16)
Shape from texture through deformations (1999) (16)
Separation and Concentration in Deep Networks (2020) (16)
Time meets frequency (1999) (15)
Rigid Motion Model for Audio Source Separation (2016) (15)
Singularities and noise discrimination with wavelets (1992) (15)
Deep Learning by Scattering (2013) (15)
Geometrical image estimation with orthogonal bandlet bases (2007) (14)
Sparse Super-Resolution with Space Matching Pursuits (2009) (14)
Wavelet packet and local cosine bases (1999) (14)
Maximum Entropy Models from Phase Harmonic Covariances (2019) (13)
Integration of uncertain subsurface information into multiple reservoir simulation models (2005) (12)
Introduction to a transient world (1999) (12)
Audio source separation with time-frequency velocities (2014) (12)
Image wavelet decomposition and applications (1989) (12)
Inverse Problems with Invariant Multiscale Statistics (2016) (11)
Low dimensional manifold embedding for scattering coefficients of intrapartum fetale heart rate variability (2014) (11)
Music Generation and Transformation with Moment Matching-Scattering Inverse Networks (2018) (10)
Scattering transform for intrapartum fetal heart rate characterization and acidosis detection (2013) (9)
Processing images and sounds with matching pursuits (1995) (9)
Shape from Texture and Shading with Wavelets (1999) (9)
An approximation tour (1999) (9)
Classification with invariant scattering representations (2011) (8)
VII – Wavelet bases (1999) (8)
Wavelet Moments for Cosmological Parameter Estimation (2022) (8)
Wavelet Score-Based Generative Modeling (2022) (8)
Multiscale geometrical feature extraction and object recognition with wavelets and morphology (1995) (7)
Dyadic Wavelets Energy Zero-Crossings (1988) (7)
Minimax Deconvolution in Mirror Wavelet Bases (1999) (7)
Phase Harmonics and Correlation Invariants in Convolutional Neural Networks (2018) (6)
Classification with Joint Time-Frequency Scattering. (2018) (6)
A conjecture concerning optimality of the Karhunen-Loeve basis in nonlinear reconstruction (2011) (6)
Geometric Estimation with Orthogonal Bandlet Bases (2007) (6)
Wavelet vector quantization with matching pursuit (1994) (6)
Machine learning surrogate models for prediction of point defect vibrational entropy (2020) (5)
Maximum-entropy Scattering Models for Financial Time Series (2019) (5)
Hierarchical Attribute CNNs (2017) (5)
Characterization of Transients. (1995) (5)
III – Discrete revolution (1999) (5)
Minimax solution of inverse problems and deconvolution by mirror wavelet thresholding (1999) (4)
Understanding wavelet image compression (1997) (4)
High-resolution satellite image restoration with frames (1996) (3)
Bandlet image estimation with model selection (2008) (3)
Scattered Data Interpolation with Wavelet Trees (2002) (3)
Low bit rate image coding over bases (1998) (3)
Wavelet Conditional Renormalization Group (2022) (3)
XI – Transform coding (1999) (3)
Statistical learning of geometric characteristics of wireless networks (2018) (2)
Geometric interpretation of multiaccess joint detection and the alternating projection algorithm (1995) (2)
Image coding from the wavelet transform extrema (1989) (2)
Structured pursuits for geometric super-resolution (2009) (2)
Wavelet interpolation networks for hierarchical approximation (1999) (2)
Generalized Rectifier Wavelet Covariance Models For Texture Synthesis (2022) (2)
Geometric models with co-occurrence groups (2010) (1)
Bandlets for HDTV Video Processing (2008) (1)
Thresholding estimators for minimax restoration and deconvolution (1999) (1)
Audio Denoising by Time-Frequency (2008) (1)
Wavelet methods for shape perception in electro-sensing (2013) (1)
Signal and Covariance Estimation with Macrotiles (2001) (1)
Chacterization of Self-Similar with Wavelet Maxima (1993) (1)
Scale Dependencies and Self-Similarity Through Wavelet Scattering Covariance (2022) (1)
Solid Harmonic Wavelet Scattering for Molecular Energy Regression (2017) (1)
Characterization of singularities (1992) (0)
Estimation with Best Bases (1997) (0)
Learning multiscale stochastic models and quantum chemistry with deep scattering networks (2016) (0)
METHODS AND APPARATUS FOR IDENTIFYING AND LOCALIZING AN AREA OF RELATIVE MOVEMENT IN A SCENE (2017) (0)
J ul 2 01 3 PHASE RECOVERY , MAXCUT AND COMPLEX SEMIDEFINITE PROGRAMMING (0)
Dyadic Wavelets Energy Zero Crossings MS-CIS-88-30 GRASP LAB (2015) (0)
Convolution Networks with Stable Invariants (0)
Characterization of Signals from Mu ltiscale Edges (2001) (0)
AUDIOSIGNALDENOISINGWITH COMPLEX WAVELETS AND ADAPTIVEBLOCK ATTENUATION (2007) (0)
Learning multi-scale local conditional probability models of images (2023) (0)
Adaptative image decompositions in a wavelets dictionary (1996) (0)
Wavelet Local Extrema Applied to Image Processing (1992) (0)
Image Wavelet Decomposition and Applications. Revision (1989) (0)
Estimations are approximations (1999) (0)
Phase Collapse in Neural Networks (2021) (0)
Challenges in Geometry , Analysis and Computation : High Dimensional Synthesis (2012) (0)
Date of Patent : ( 54 ) TRUNCATED SUBBAND CODING OF MAGES 75 ) Inventors : (2017) (0)
H OW MANY WEIGHTS ARE ENOUGH : CAN TENSOR FACTORIZATION LEARN EFFICIENT POLICIES ? (2019) (0)
UNI VERSITY of PENNS YL VANIA Image Wavelet Decomposition and Applications (2014) (0)
High Resolution Pursuit for Feature Extraction Contact (0)
Unsupervised Learning by Deep Scattering Contractions (2014) (0)
Identifying Abnormalities in Lung CT Images Based On Honeycomb Texture Segmentation (2015) (0)
Particle gradient descent model for point process generation (2020) (0)
Phase recovery, MaxCut and complex semidefinite programming (2013) (0)
Phase Retrieval for the Cauchy Wavelet Transform (2015) (0)
Investigations into operation of optical-digital systems for processing aerospace imagery intended for automated cartographic complexes (1996) (0)
G ENERATIVE NETWORKS AS INVERSE PROBLEMS WITH S CATTERING TRANSFORMS (2018) (0)
L G ] 2 8 D ec 2 01 8 Kymatio : Scattering Transforms in Python (2019) (0)
Guest Editorial Special Issue on Theory and Application of Filter Banks and Wavelet Transforms (1998) (0)

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What Schools Are Affiliated With Stéphane Mallat?

Stéphane Mallat is affiliated with the following schools:

Stéphane Mallat's Academic­Influence.com Rankings