
Marc Castella
48
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Publications
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Can GANs recover faults in electrical motor sensors?ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France
Communication dans un congrès
hal-03887143
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Weight identification through global optimization in a new hysteretic neural network modelICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩
Communication dans un congrès
hal-03227078
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Neural networks based speed-torque estimators for induction motors and performance metricsIECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩
Communication dans un congrès
hal-02907937
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Globally optimizing owing to tensor decompositionEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩
Communication dans un congrès
hal-03040027
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connectionAAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394
Communication dans un congrès
hal-02484188
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Detecting the Rank of a Symmetric TensorEUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5
Communication dans un congrès
hal-02284991
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A moment-based approach for guaranteed tensor decompositionICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩
Communication dans un congrès
hal-02654329
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Robust reconstruction with nonconvex subset constraintsMLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩
Communication dans un congrès
hal-02977062
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How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalizationICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩
Communication dans un congrès
hal-02196878
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Sparse signal reconstruction with a sign oracleSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France
Communication dans un congrès
hal-02196881
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Signal reconstruction from sub-sampled and nonlinearly distorted observationsEUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩
Communication dans un congrès
hal-01957568
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A global optimization approach for rational sparsity promoting criteriaEUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩
Communication dans un congrès
hal-01666536
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Recovery of nonlinearly degraded sparse signals through rational optimizationSPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2
Communication dans un congrès
hal-01575293
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Optimization of a Geman-McClure like criterion for sparse signal deconvolutionCAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩
Communication dans un congrès
hal-01263352
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On a Practical Approach to Source Separation over Finite Fields for Network Coding ApplicationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, BC, Canada
Communication dans un congrès
hal-02286564
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An extension of the ICA model using latent variablesICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3712 - 3715, ⟨10.1109/ICASSP.2011.5947157⟩
Communication dans un congrès
hal-01302411
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Pairwise Markov model applied to unsupervised image separationSPPRA '11 : The Eighth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Feb 2011, Innsbruck, Austria. ⟨10.2316/P.2011.721-044⟩
Communication dans un congrès
hal-00714717
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Une extension avec variables latentes du modèle d'analyse en composantes indépendantesGRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. pp.1 - 4
Communication dans un congrès
hal-01465735
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A new method for kurtosis maximization and source separationICASSP 2010 : 35th International Conference on Acoustics, Speech, and Signal Processing , Mar 2010, Dallas, United States. pp.2670 - 2673, ⟨10.1109/ICASSP.2010.5496250⟩
Communication dans un congrès
hal-01308032
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A new optimization method for reference-based quadratic contrast functions in a deflation scenarioICASSP 2009 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3161 - 3164, ⟨10.1109/ICASSP.2009.4960295⟩
Communication dans un congrès
hal-00442763
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Reference based contrast functions in a semi-blind contextICA 2009 : 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.9 - 16, ⟨10.1007/978-3-642-00599-2_2⟩
Communication dans un congrès
hal-00442759
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Blind Separation of Instantaneous Mixtures of Dependent Sources7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.9-16
Communication dans un congrès
hal-00327652
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Source separation by quadratic contrast functions: a blind approach based on any higher-order statisticsIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572
Communication dans un congrès
hal-00621677
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An iterative blind source separation method for convolutive mixtures of imagesProc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929
Communication dans un congrès
hal-00621871
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Blind MIMO detection of convolutively mixed CPM sourcesProc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp
Communication dans un congrès
hal-00621673
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A quadratic MISO contrast function for blind equalizationProc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684
Communication dans un congrès
hal-00621674
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Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchiqueGroupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp
Communication dans un congrès
hal-00621812
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Source separation of a class of non linear time seriesIEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp
Communication dans un congrès
hal-00621675
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New contrasts for blind separation of non iid sources in the convolutive caseProc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110
Communication dans un congrès
hal-00621676
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A survey of kurtosis optimization schemes for MISO source separation and equalizationChatterjee; Amitava and Nobahari; Hadi and Siarry; Patrick. Advances in Heuristic Signal Processing and Applications, Springer, pp.183-217, 2013, 978-3-642-37879-9. ⟨10.1007/978-3-642-37880-5_9⟩
Chapitre d'ouvrage
hal-00856835
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Chapter 8 - Convolutive mixtures?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011
Chapitre d'ouvrage
hal-00621959
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Mélanges convolutifsComon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007
Chapitre d'ouvrage
hal-00621851
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Séparation de sources non linéaires dans le cas des mélanges convolutifsTraitement du signal et de l'image [eess.SP]. Université de Marne la Vallée, 2004. Français. ⟨NNT : ⟩
Thèse
tel-00714473
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