Mallat, Stephane

19 publications

JMLR 2024 A Rainbow in Deep Network Black Boxes Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat

ICLR 2024 Generalization in Diffusion Models Arises from Geometry-Adaptive Harmonic Representations Zahra Kadkhodaie, Florentin Guth, Eero P Simoncelli, Stéphane Mallat

ICML 2023 Conditionally Strongly Log-Concave Generative Models Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat

ICLR 2023 Learning Multi-Scale Local Conditional Probability Models of Images Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P Simoncelli

ICLR 2022 Generalized Rectifier Wavelet Covariance Models for Texture Synthesis Antoine Brochard, Sixin Zhang, Stéphane Mallat

ICLR 2022 Phase Collapse in Neural Networks Florentin Guth, John Zarka, Stéphane Mallat

NeurIPS 2022 Wavelet Score-Based Generative Modeling Florentin Guth, Simon Coste, Valentin De Bortoli, Stephane Mallat

ICLR 2021 Separation and Concentration in Deep Networks John Zarka, Florentin Guth, Stéphane Mallat

ICLR 2020 Deep Network Classification by Scattering and Homotopy Dictionary Learning John Zarka, Louis Thiry, Tomás Angles, Stéphane Mallat

MLOSS 2020 Kymatio: Scattering Transforms in Python Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Muawiz Chaudhary, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine Cella, Michael Eickenberg

ICLR 2018 Generative Networks as Inverse Problems with Scattering Transforms Tomás Angles, Stéphane Mallat

NeurIPS 2017 Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities Michael Eickenberg, Georgios Exarchakis, Matthew Hirn, Stephane Mallat

CVPR 2015 Deep Roto-Translation Scattering for Object Classification Edouard Oyallon, Stephane Mallat

ICLR 2014 Generic Deep Networks with Wavelet Scattering Edouard Oyallon, Stéphane Mallat, Laurent Sifre

NeurIPS 2014 Unsupervised Deep Haar Scattering on Graphs Xu Chen, Xiuyuan Cheng, Stephane Mallat

CVPR 2013 Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination Laurent Sifre, Stephane Mallat

CVPR 2011 Classification with Scattering Operators Joan Bruna, Stéphane Mallat

ICCV 1999 Shape from Texture Through Deformations Maureen Clerc, Stéphane Mallat

ICCV 1990 Compact Image Representation from Multiscale Edges Sifen Zhong, Stéphane Mallat