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And the Bit Goes Down: Revisiting the Quantization of Neural Networks

Pierre Stock , Armand Joulin , Rémi Gribonval , Benjamin Graham , Hervé Jégou
ICLR 2020 - Eighth International Conference on Learning Representations, Apr 2020, Addis-Abeba, Ethiopia. pp.1-11
Conference papers hal-02434572v1
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The Spectral Graph Wavelet Transform: Fundamental Theory and Fast Computation

David K. Hammond , Pierre Vandergheynst , Rémi Gribonval
Ljubisa Stanković, Ervin Sejdić. Vertex-Frequency Analysis of Graph Signals, Springer International Publishing, pp.141-175, 2019, Signals and Communication Technology, 978-3-030-03574-7. ⟨10.1007/978-3-030-03574-7_3⟩
Book sections hal-01943589v1
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Fast Optical System Identification by Numerical Interferometry

Sidharth Gupta , Rémi Gribonval , Laurent Daudet , Ivan Dokmanić
ICASSP 2020 - IEEE International Conference on Acoustic Speech and Signal Processing, May 2020, Barcelone, Spain. pp.1-5
Conference papers hal-02480027v1
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An Embedding of ReLU Networks and an Analysis of their Identifiability

Pierre Stock , Rémi Gribonval
Constructive Approximation, 2023, 57, p. 853-899. ⟨10.1007/s00365-022-09578-1⟩
Journal articles hal-03292203v4
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A Tractable Framework for Estimating and Combining Spectral Source Models for Audio Source Separation

Simon Arberet , Alexey Ozerov , Frédéric Bimbot , Rémi Gribonval
[Research Report] RR-7556, 2011, pp.27
Reports inria-00572249v2
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A tractable framework for estimating and combining spectral source models for audio source separation

Simon Arberet , Alexey Ozerov , Frédéric Bimbot , Rémi Gribonval
Signal Processing, 2012, 92 (8), pp.1886-1901. ⟨10.1016/j.sigpro.2011.12.022⟩
Journal articles hal-00694071v1
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Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints

Saman Noorzadeh , Pierre Maurel , Thomas Oberlin , Rémi Gribonval , Christian Barillot
MICCAI 2017 - 20th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec, Canada. ⟨10.1007/978-3-319-66182-7_51⟩
Conference papers hal-01586495v1
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Sketching for Large-Scale Learning of Mixture Models

Nicolas Keriven , Anthony Bourrier , Rémi Gribonval , Patrick Pérez
Information and Inference, 2018, 7 (3), pp.447-508. ⟨10.1093/imaiai/iax015⟩
Journal articles hal-01329195v2
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Compressed sensing in Hilbert spaces

Yann Traonmilin , Gilles Puy , Rémi Gribonval , Mike E. Davies
Holger Boche; Giuseppe Caire; Robert Calderbank; Maximilian März; Gitta Kutyniok; Rudolf Mathar. Compressed Sensing and its Applications -- Second International MATHEON Conference 2015, Birkhaüser Basel, pp.359--384, 2018, Series: Applied and Numerical Harmonic Analysis, 978-3-319-69801-4. ⟨10.1007/978-3-319-69802-1_12⟩
Book sections hal-01469134v2

Introduction to the Issue on Structured Matrices in Signal and Data Processing

Michael B Wakin , Rémi Gribonval , Visa Koivunen , Justin Romberg , John Wright
IEEE Journal of Selected Topics in Signal Processing, 2016, Special Issue on Structured Matrices in Signal and Data Processing, 10 (4), pp.605--607. ⟨10.1109/JSTSP.2016.2553398⟩
Journal articles hal-01421797v1
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Learning fast dictionaries for sparse representations using low-rank tensor decompositions

Cassio Fraga Dantas , Jérémy E Cohen , Rémi Gribonval
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.456-466, ⟨10.1007/978-3-319-93764-9_42⟩
Conference papers hal-01709343v2
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Random sampling of bandlimited signals on graphs

Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
Applied and Computational Harmonic Analysis, 2018, 44 (2), pp.446-475. ⟨10.1016/j.acha.2016.05.005⟩
Journal articles hal-01229578v3
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Blind Audiovisual Source Separation Based on Sparse Redundant Representations

Anna Llagostera Casanovas , Monaci Gianluca , Pierre Vandergheynst , Rémi Gribonval
IEEE Transactions on Multimedia, 2010, 12 (5), pp.358 -- 371. ⟨10.1109/TMM.2010.2050650⟩
Journal articles inria-00541412v1
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Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation

Simon Arberet , Alexey Ozerov , Ngoc Q. K. Duong , Emmanuel Vincent , Rémi Gribonval , et al.
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on, May 2010, Kuala Lumpur, Malaysia. pp.1--4, ⟨10.1109/ISSPA.2010.5605570⟩
Conference papers inria-00541436v1
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Sparse Representations in Audio and Music: from Coding to Source Separation

Mark D. Plumbley , Thomas Blumensath , Laurent Daudet , Rémi Gribonval , Mike E. Davies
Proceedings of the IEEE, 2010, 98 (6), pp.995--1005. ⟨10.1109/JPROC.2009.2030345⟩
Journal articles inria-00489524v1

Some Remarks on Nonlinear Approximation with Schauder Bases

Rémi Gribonval , Morten Nielsen
East journal on approximations, 2001, 7 (3), pp.267-285
Journal articles inria-00576640v1
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Compressive sampling of pulse trains: spread the spectrum !

Farid Movahedi Naini , Rémi Gribonval , Laurent Jacques , Pierre Vandergheynst
ICASSP 2009, Apr 2009, Taipei city, Taiwan. pp. 2877-2880, ⟨10.1109/ICASSP.2009.4960224⟩
Conference papers hal-00481954v1
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Well-posedness of the frequency permutation problem in sparse filter estimation with lp minimization

Alexis Benichoux , Prasad Sudhakar , Rémi Gribonval
Signal Processing with Adaptive Sparse Structured Representations, Jun 2011, Edinburgh, United Kingdom
Conference papers inria-00587789v1
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Cosparse Analysis Modeling

Sangnam Nam , Mike E. Davies , Michael Elad , Rémi Gribonval
Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jun 2011, Edinburgh, United Kingdom
Conference papers inria-00587943v1
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Cosparse Analysis Modeling - Uniqueness and Algorithms

Sangnam Nam , Michael E. Davies , Michael Elad , Rémi Gribonval
Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947680⟩
Conference papers inria-00557933v1
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A Constrained Matching Pursuit Approach to Audio Declipping

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval , et al.
Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5946407⟩
Conference papers inria-00557021v1
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DICTIONARY LEARNING FOR THE SPARSE MODELLING OF ATRIAL FIBRILLATION IN ECG SIGNALS

Boris Mailhé , Rémi Gribonval , Frédéric Bimbot , Mathieu Lemay , Pierre Vandergheynst , et al.
ICASSP 2009, Apr 2009, Taipei, Taiwan. pp.465 - 468, ⟨10.1109/ICASSP.2009.4959621⟩
Conference papers hal-00466973v1
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L'analyse en composantes indépendantes: un outil puissant pour le traitement de l'information

Christian Jutten , Rémi Gribonval
Proc. XIXe colloque GRETSI (traitement du signal et des images), 8-11 septembre 2003, ENST, Paris, Sep 2003, Paris, France. pp.11-16
Conference papers inria-00576205v1
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Sparse representations in unions of bases

Rémi Gribonval , Morten Nielsen
IEEE Transactions on Information Theory, 2003, 49 (12), pp.3320--3325. ⟨10.1109/TIT.2003.820031⟩
Journal articles inria-00570057v1
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Sparse Decompositions in ``incoherent'' dictionaries

Rémi Gribonval , Morten Nielsen
Proc. IEEE Intl. Conf. Image Proc. (ICIP'03), Sep 2003, Barcelona, Spain. pp.I-33 -- I-36, ⟨10.1109/ICIP.2003.1246891⟩
Conference papers inria-00570099v1
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L'optimalité de l'OFDM en termes de performance en PAPR

Marwa Chafii , Jacques Palicot , Rémi Gribonval
25ème Colloque Gretsi 2015, Sep 2015, Lyon, France
Conference papers hal-01165509v1
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Separable Cosparse Analysis Operator Learning

Matthias Seibert , Julian Wörmann , Rémi Gribonval , Martin Kleinsteuber
EUSIPCO 2014 - European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Conference papers hal-01054124v1
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Closed-form Approximations of the PAPR Distribution for Multi-Carrier Modulation Systems

Marwa Chafii , Jacques Palicot , Rémi Gribonval
EUSIPCO 2014 - European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Conference papers hal-01054126v1
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Convex Optimization Approaches for Blind Sensor Calibration using Sparsity

Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
IEEE Transactions on Signal Processing, 2014, 62 (18), pp.4847-4856. ⟨10.1109/TSP.2014.2342651⟩
Journal articles hal-00853225v6
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Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling

Mehrdad Yaghoobi , Sangnam Nam , Rémi Gribonval , Mike E. Davies
IEEE Transactions on Signal Processing, 2013, 61 (9), pp.2341-2355. ⟨10.1109/TSP.2013.2250968⟩
Journal articles hal-00805705v1