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hal-02050408v1  Conference papers
Pierre StockBenjamin GrahamRémi GribonvalHervé Jégou. Equi-normalization of Neural Networks
ICLR 2019 - Seventh International Conference on Learning Representations, May 2019, New Orleans, United States. pp.1-20
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hal-01653732v1  Conference papers
Angélique DrémeauAntoine Deleforge. Phase Retrieval with a Multivariate Von Mises Prior: From a Bayesian Formulation to a Lifting Solution
ICASSP 2017 - 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.1-5, ⟨10.1109/ICASSP.2017.7953027⟩
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hal-01653445v1  Conference papers
Corentin LouboutinFrédéric Bimbot. Polytopic Graph of Latent Relations: A Multiscale Structure Model for Music Segments
6th International Conference on Mathematics and Computation in Music (MCM 2017), Jun 2017, Mexico City, Mexico
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hal-01653455v1  Conference papers
Corentin LouboutinFrédéric Bimbot. Modeling the multiscale structure of chord sequences using polytopic graphs
18th International Society for Music Information Retrieval Conference, Oct 2017, Suzhou, China
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hal-01650160v1  Conference papers
Evan ByrneRémi GribonvalPhilip Schniter. Sketched Clustering via Hybrid Approximate Message Passing
Asilomar Conference on Signals, Systems, and Computers, Oct 2017, Pacific Grove, California, United States
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hal-01701121v1  Conference papers
Antoine ChatalicRémi GribonvalNicolas Keriven. Large-Scale High-Dimensional Clustering with Fast Sketching
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.4714-4718, ⟨10.1109/ICASSP.2018.8461328⟩
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hal-01416110v3  Journal articles
Luc Le MagoarouRémi GribonvalNicolas Tremblay. Approximate fast graph Fourier transforms via multi-layer sparse approximations
IEEE transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (2), pp.407--420. ⟨10.1109/TSIPN.2017.2710619⟩
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hal-01329195v2  Journal articles
Nicolas KerivenAnthony BourrierRémi GribonvalPatrick Pérez. Sketching for Large-Scale Learning of Mixture Models
Information and Inference, Oxford University Press (OUP), 2018, 7 (3), pp.447-508. ⟨10.1093/imaiai/iax015⟩
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hal-01854878v1  Conference papers
Martin StraussPol MordelVictor MiguetAntoine Deleforge. DREGON: Dataset and Methods for UAV-Embedded Sound Source Localization
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), Oct 2018, Madrid, Spain. pp.5735-5742, ⟨10.1109/IROS.2018.8593581⟩
hal-01937532v1  Conference papers
Clément ElviraRémi GribonvalCedric HerzetCharles Soussen. A case of exact recovery with OMP using continuous dictionaries
CS 2018 - 9th International Conference on Curves and Surfaces, Jun 2018, Arcachon, France
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hal-01633215v3  Conference papers
Nicolas KerivenAntoine DeleforgeAntoine Liutkus. Blind Source Separation Using Mixtures of Alpha-Stable Distributions
ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.771-775, ⟨10.1109/ICASSP.2018.8462095⟩
hal-01956354v1  Conference papers
Vivien SeguyBharath Bhushan DamodaranRémi FlamaryNicolas CourtyAntoine Rolet et al.  Large-Scale Optimal Transport and Mapping Estimation
ICLR 2018 - International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-15
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hal-01706392v1  Conference papers
Cassio DantasRémi Gribonval. Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, AB, Canada. pp.4069-4073, ⟨10.1109/ICASSP.2018.8461514⟩
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hal-02060208v1  Conference papers
Vincent SchellekensAntoine ChatalicFlorimond HoussiauYves-Alexandre de MontjoyeLaurent Jacques et al.  Differentially Private Compressive k-Means
ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. pp.7933-7937, ⟨10.1109/ICASSP.2019.8682829⟩
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hal-01956306v1  Conference papers
Nicolas CourtyRémi FlamaryMélanie Ducoffe. Learning Wasserstein Embeddings
ICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
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hal-01469134v2  Book sections
Yann TraonmilinGilles PuyRémi GribonvalMike Davies. Compressed sensing in Hilbert spaces
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⟩
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hal-01819219v1  Conference papers
Yann TraonmilinSamuel VaiterRémi Gribonval. Is the 1-norm the best convex sparse regularization?
iTWIST'18 - international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France. pp.1-11
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hal-01510710v1  Documents associated with scientific events
Clément GaultierSrđan KitićNancy BertinRémi Gribonval. Cosparse Denoising: The Importance of Being Social
The Signal Processing with Adaptive Sparse Structured Representations (SPARS) workshop, Jun 2017, Lisbon, Portugal
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hal-01909531v1  Conference papers
Robin ScheiblerDiego Di CarloAntoine DeleforgeIvan Dokmanić. Separake: Source Separation with a Little Help From Echoes
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.6897-6901, ⟨10.1109/ICASSP.2018.8461345⟩
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inserm-02074623v1  Conference papers
Claire CuryPierre MaurelRémi GribonvalChristian Barillot. Can we learn from coupling EEG-fMRI to enhance neuro-feedback in EEG only?
OHBM 2019 - Annual Meeting Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1
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hal-02126782v2  Conference papers
Cassio DantasJérémy CohenRémi Gribonval. Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5
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hal-02143969v1  Conference papers
Andersen AngJérémy CohenNicolas Gillis. Accelerating Approximate Nonnegative Canonical Polyadic Decomposition using Extrapolation
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
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hal-02157561v1  Conference papers
Clément ElviraRémi GribonvalCédric HerzetCharles Soussen. Uniform k-step recovery with CMF dictionaries
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
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hal-02157571v1  Conference papers
Clément ElviraRémi GribonvalCharles SoussenCédric Herzet. Identification de supports en k étapes avec OMP pour les dictionnaires continus
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
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hal-02161949v1  Conference papers
Mohammed HafsatiNicolas EpainRémi GribonvalNancy Bertin. Sound source separation in the higher order ambisonics domain
DAFx 2019 - 22nd International Conference on Digital Audio Effects, Sep 2019, Birmingham, United Kingdom. pp.1-7
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hal-02017598v2  Conference papers
Antonio Lorente MurMarien OchoaJérémy CohenXavier IntesNicolas Ducros. Handling negative patterns for fast single-pixel lifetime imaging
2019 - Molecular-Guided Surgery: Molecules, Devices, and Applications V, Feb 2019, San Francisco, United States. pp.1-10, ⟨10.1117/12.2511123⟩