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Leveraging Joint-Diagonalization in Transform-Learning NMF

Sixin Zhang , Emmanuel Soubies , Cédric Févotte
IEEE Transactions on Signal Processing, 2022, ⟨10.1109/TSP.2022.3188177⟩
Article dans une revue hal-03481041v1

Kymatio: Scattering Transforms in Python

Mathieu Andreux , Tomás Angles , Georgios Exarchakis , Roberto Leonarduzzi , Gaspar Rochette , et al.
Journal of Machine Learning Research, 2020, 21 (60), pp.1-6
Article dans une revue hal-02945354v1
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Particle gradient descent model for point process generation

Antoine Brochard , Bartlomiej Blaszczyszyn , Sixin Zhang , Stéphane Mallat
Statistics and Computing, 2022, 32 (3), ⟨10.1007/s11222-022-10099-x⟩
Article dans une revue hal-02980486v2

On the Nash equilibrium of moment-matching GANs for stationary Gaussian processes

Sixin Zhang
Machine Learning Research 2022, Aug 2022, Beijing, China. pp.1-26, ⟨10.48550/arXiv.2203.07136⟩
Communication dans un congrès hal-03736803v1

Generalized Rectifier Wavelet Covariance Models For Texture Synthesis

Antoine Brochard , Sixin Zhang , Stéphane Mallat
ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. ⟨10.48550/arXiv.2203.07902⟩
Communication dans un congrès hal-03612563v1

Phase Harmonic Correlations and Convolutional Neural Networks

Stéphane Mallat , Sixin Zhang , Gaspar Rochette
Information and Inference, 2019, 9 (3), pp.721-747. ⟨10.1093/imaiai/iaz019⟩
Article dans une revue hal-04023721v1
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On the Identifiability of Transform Learning for Non-negative Matrix Factorization

Sixin Zhang , Emmanuel Soubies , Cédric Févotte
IEEE Signal Processing Letters, 2020, 27, pp.1555 - 1559. ⟨10.1109/LSP.2020.3020431⟩
Article dans une revue hal-02542653v5

Wavelet Phase Harmonics

Stéphane Mallat , Gaspar Rochette , Sixin Zhang
Patrick Flandrin; Stéphane Jaffard; Thierry Paul; Bruno Torresani. Theoretical Physics, Wavelets, Analysis, Genomics An Indisciplinary Tribute to Alex Grossmann, Springer; Springer International Publishing, pp.425-443, 2023, Applied and Numerical Harmonic Analysis, 978-3-030-45846-1. ⟨10.1007/978-3-030-45847-8_19⟩
Chapitre d'ouvrage hal-04011081v1
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Maximum Entropy Models from Phase Harmonic Covariances

Sixin Zhang , Stéphane Mallat
Applied and Computational Harmonic Analysis, 2021, ⟨10.1016/j.acha.2021.01.003⟩
Article dans une revue hal-02982280v2

Generative Models of Multichannel Data from a Single Example—Application to Dust Emission

Bruno Régaldo-Saint Blancard , Erwan Allys , Constant Auclair , François Boulanger , Michael Eickenberg , et al.
The Astrophysical Journal, 2023, 943 (1), pp.9. ⟨10.3847/1538-4357/aca538⟩
Article dans une revue hal-04274204v1
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Statistical learning of geometric characteristics of wireless networks

Antoine Brochard , Bartłomiej Błaszczyszyn , Stéphane Mallat , Sixin Zhang
INFOCOM 2019 - IEEE International Conference on Computer Communications, IEEE, Apr 2019, Paris, France. ⟨10.1109/INFOCOM.2019.8737441⟩
Communication dans un congrès hal-01962191v1