| 2024 | ICLR | Generalization in diffusion models arises from geometry-adaptive harmonic representations. | Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stphane Mallat |
| 2023 | ICLR | Learning multi-scale local conditional probability models of images. | Zahra Kadkhodaie, Florentin Guth, Stphane Mallat, Eero P. Simoncelli |
| 2023 | ICML | Conditionally Strongly Log-Concave Generative Models. | Florentin Guth, Etienne Lempereur, Joan Bruna, Stphane Mallat |
| 2022 | ICLR | Generalized rectifier wavelet covariance models for texture synthesis. | Antoine Brochard, Sixin Zhang, Stphane Mallat |
| 2022 | ICLR | Phase Collapse in Neural Networks. | Florentin Guth, John Zarka, Stphane Mallat |
| 2021 | ICLR | Separation and Concentration in Deep Networks. | John Zarka, Florentin Guth, Stphane Mallat |
| 2020 | ICLR | Deep Network Classification by Scattering and Homotopy Dictionary Learning. | John Zarka, Louis Thiry, Toms Angles, Stphane Mallat |
| 2019 | ICASSP | Maximum-entropy Scattering Models for Financial Time Series. | Roberto Leonarduzzi, Gaspar Rochette, Jean-Phillipe Bouchaud, Stphane Mallat |
| 2019 | INFOCOM | Statistical learning of geometric characteristics of wireless networks. | Antoine Brochard, Bartlomiej Blaszczyszyn, Stphane Mallat, Sixin Zhang |
| 2018 | ICLR | Generative networks as inverse problems with Scattering transforms. | Toms Angles, Stphane Mallat |
| 2015 | CVPR | Deep roto-translation scattering for object classification. | Edouard Oyallon, Stphane Mallat |
| 2013 | CVPR | Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination. | Laurent Sifre, Stphane Mallat |
| 2013 | ICASSP | Representing environmental sounds using the separable scattering transform. | Carlo Bauge, Mathieu Lagrange, Joakim Andn, Stphane Mallat |
| 2012 | ESANN | Combined scattering for rotation invariant texture analysis. | Laurent Sifre, Stphane Mallat |
| 2011 | CVPR | Classification with scattering operators. | Joan Bruna, Stphane Mallat |
| 2010 | ESANN | Geometric models with co-occurrence groups. | Joan Bruna, Stphane Mallat |
| 2010 | ICIP | Image modeling and enhancement via structured sparse model selection. | Guoshen Yu, Guillermo Sapiro, Stphane Mallat |
| 2009 | ICIP | Structured pursuits for geometric super-resolution. | Stphane Mallat, Guoshen Yu |
| 2007 | ICASSP | Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation. | Guoshen Yu, Emmanuel Bacry, Stphane Mallat |
| 2005 | ICIP | Discrete bandelets with geometric orthogonal filters. | Gabriel Peyr, Stphane Mallat |
| 2003 | VCIP | Geometrical image compression with bandelets. | Erwan Le Pennec, Stphane Mallat |
| 2001 | ICIP | Bandelet representations for image compression. | Erwan Le Pennec, Stphane Mallat |
| 2000 | ICIP | Image Compression with Geometrical Wavelets. | Erwan Le Pennec, Stphane Mallat |
| 1999 | ICCV | Shape from Texture through Deformations. | Maureen Clerc, Stphane Mallat |
| 1998 | ESANN | Wavelet interpolation networks. | Christophe P. Bernard, Stphane Mallat, Jean-Jacques E. Slotine |
| 1998 | ICIP | Image Deconvolution in Mirror Wavelet Bases. | Jrme Kalifa, Stphane Mallat, Bernard Roug |
| 1998 | ICPR | Low bit rate image coding over bases. | Frdric Falzon, Stphane Mallat |
| 1995 | ICASSP | Geometric interpretation of multiaccess joint detection and the alternating projection algorithm. | Rachel E. Learned, Stphane Mallat, Bernhard Claus, Alan S. Willsky |
| 1995 | ICASSP | Best basis algorithm for signal enhancement. | Hamid Krim, Stphane Mallat, David L. Donoho, Alan S. Willsky |
| 1995 | ICIP | Matching pursuit of images. | F. Bergeaud, Stphane Mallat |
| 1995 | ICIP | Multiscale geometrical feature extraction and object recognition with wavelets and morphology. | Seema Jaggi, Alan S. Willsky, William Clement Karl, Stphane Mallat |
| 1993 | ICASSP | Adaptive time-frequency transform. | Stphane Mallat, Zhifeng Zhang |
| 1992 | ICASSP | Singularities and noise discrimination with wavelets. | Wen-Liang Hwang, Stphane Mallat |
| 1991 | ICASSP | Compact image coding from edges with wavelets. | Stphane Mallat, Sifen Zhong |
| 1990 | ICCV | Compact image representation from multiscale edges. | Sifen Zhong, Stphane Mallat |
| 1990 | ICPR | Signal characterization from multiscale edges. | Stphane Mallat, Sifen Zhong |