François Septier
99
Documents
Publications
Spherical Sliced-WassersteinInternational Conference on Learning Representations (ICLR), May 2023, Kigali, Rwanda
Communication dans un congrès
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Filtrage particulaire par bloc parallèleColloque Francophone du Traitement du Signal et des Images (GRETSI ), Sep 2022, Nancy, France
Communication dans un congrès
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Detection of Low Level Concentrations of Hazardous Materials in the Air Using Sequential Multivariate Detection Methods21th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Sep 2022, Aveiro, Portugal
Communication dans un congrès
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Parallel Block Particle FilteringIEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil
Communication dans un congrès
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Block Kalman Filter: an Asymptotic Block Particle Filter in the Linear Gaussian CaseIEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto, Canada
Communication dans un congrès
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Subspace Detours Meet Gromov-WassersteinNeurIPS, workshop on Optimal Transport in Machine Learning, Dec 2021, Virtual-only Conference, France
Communication dans un congrès
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New insights into inverse dispersion modelling and probabilistic source term estimate at local scale in complex environments20th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2021, Tartu, Estonia
Communication dans un congrès
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A Robust High-Dimensional Bayesian Filter: the Stochastic GH-GEnKFIEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, France
Communication dans un congrès
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Application of the Bayesian approach and inverse dispersion modelling to source term estimates in built-up environments19th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2019, Bruges, Belgium
Communication dans un congrès
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Joint Localization and Clock Off- set Estimation via Time-Of-Arrival with Ranging Offset26th European Signal Processing Conference (EUSIPCO), Sep 2018, Roma, Italy. pp.672-676
Communication dans un congrès
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Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaireXXVIème Colloque GRETSI, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
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SIMO communication with impulsive and dependent interference - the Copula receiverGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
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Counting Public Transport Passenger Using WiFi Signatures of Mobile DevicesIEEE 20th International Conference on Intelligent Transportation Systems ITSC, Oct 2017, Yokohama, Japan
Communication dans un congrès
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An improved SIR-based sequential Monte Carlo algorithm2016 IEEE Workshop on Statistical Signal Processing (SSP 16), Jun 2016, Palma de Mallorca, Spain
Communication dans un congrès
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A Bayesian approach of the Source Term Estimate coupling retro-dispersion computations with a Lagrangian Particle Dispersion Model and the Adaptive Multiple Importance Sampling17th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 17), May 2016, Budapest, Hungary. pp.1-5
Communication dans un congrès
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A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival EstimationInt. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Communication dans un congrès
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How Can Subsampling Reduce Complexity in Sequential MCMC Methods and Deal with Big Data in Target Tracking?Int. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Communication dans un congrès
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Skew-t copula for dependence modelling of impulsive (α-stable) interferenceIEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom
Communication dans un congrès
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Filtrage particulaire avec une loi de proposition quasi-optimale utilisant la détection souple pour le suivi visuelXXVème Colloque GRETSI, Sep 2015, Lyon, France
Communication dans un congrès
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Modélisation de points imprimés à l’échelle micro-métriqueXXVème Colloque GRETSI, Sep 2015, Lyon, France
Communication dans un congrès
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An Expectation Maximisation Algorithm for Behaviour Analysis in VideoInt. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Communication dans un congrès
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Particle Filtering with a Soft Detection Based Near-Optimal Importance Function for Visual Tracking23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
Communication dans un congrès
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Dynamic Speech Emotion Recognition with State-Space Models23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
Communication dans un congrès
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Wind Storm Estimation using a Heterogeneous Sensor Network with High and Low Resolution SensorsIEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom
Communication dans un congrès
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Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurementsIEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2015, Singapore, Singapore. ⟨10.1109/ISSNIP.2015.7106901⟩
Communication dans un congrès
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Estimating Source Term Parameters through Probabilistic Bayesian inference: An Approach based on an Adaptive Multiple Importance Sampling Algorithm16th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 16), Sep 2014, Varna, Bulgaria. pp.1-5
Communication dans un congrès
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NEPS: ''Narrowband Efficient Positioning System'' for Delivering Resource Efficient GNSS Receivers2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2014, Singapore, Singapore. pp.1-6
Communication dans un congrès
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Printer Identification from Micro-metric Scale PrintingIEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, May 2014, Florence, Italy. pp.1-4, ⟨10.1109/ICASSP.2014.6854803⟩
Communication dans un congrès
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State and Impulsive Time-Varying Measurement Noise Density Estimation in Nonlinear Dynamic Systems Using Dirichlet Process MixturesIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2014, Florence, Italy. pp.330 - 334
Communication dans un congrès
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Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systemsIEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, 2014, Florence, Italy. pp.5764-5768, ⟨10.1109/ICASSP.2014.6854708⟩
Communication dans un congrès
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Robust receiver in impulsive noise17èmes Journées Nationales du Réseau Doctoral en Micro-Nanoélectronique, JNRDM 2014, 2014, Villeneuve d'Ascq, France. 4 p
Communication dans un congrès
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Printer technology authentication from micrometric scan of a single printed dotIS&T/SPIE Electronic Imaging, Feb 2014, San Francisco, California, United States. pp.1-7
Communication dans un congrès
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Improving SMC Sampler Estimate by Recycling All Past Simulated Particles2014 IEEE Workshop on Statistical Signal Processing (SSP 14), Jun 2014, Gold Coast, Australia. pp.1-4
Communication dans un congrès
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Communications Meets Copula Modeling: Non-Standard Dependence Features in Wireless Fading ChannelsIEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2014, Atlanta, Georgia, United States. pp.1-5
Communication dans un congrès
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Adaptive Bayesian Algorithms for the Estimation of Source Term in a Complex Atmospheric Release15th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, May 2013, Madrid, Spain. pp.1-5
Communication dans un congrès
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Bayesian Nonparametric State and Impulsive Measurement Noise Density Estimation in Nonlinear Dynamic SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.5755 - 5759
Communication dans un congrès
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Estimation bayésienne non paramétrique de l'état et du bruit impulsif dans les systèmes dynamiques non linéairesXXIVème Colloque GRETSI, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès
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Bayesian Filtering with Intractable Likelihood using Sequential MCMCIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.1-5
Communication dans un congrès
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Bayesian Model Selection and Parameter Estimation in Penalized Regression Model Using SMC Samplers21st European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès
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Estimating a CBRN atmospheric release in a complex environment using Gaussian ProcessesProc. Int. Conf. on Information Fusion (FUSION 2012), Jul 2012, Singapore, Singapore. pp.1846-1853
Communication dans un congrès
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Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noiseNinth International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.1-5
Communication dans un congrès
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Robust Visual Tracking via MCMC-based Particle FilterIEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan
Communication dans un congrès
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Performance of an Optimal Receiver in the Presence of Alpha-Stable and Gaussian NoisesIEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967762⟩
Communication dans un congrès
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A Comparative Study of Monte-Carlo Methods for Multitarget TrackingIEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967660⟩
Communication dans un congrès
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MCMC-Based Tracking and Identification of Leaders in GroupsIEEE International Conference on Computer Vision Workshops (ICCV Workshops), Nov 2011, Barcelona, Spain. pp.112-119, ⟨10.1109/ICCVW.2011.6130232⟩
Communication dans un congrès
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Impulsive Interference Mitigation in Ad Hoc Networks Based on Alpha-Stable Modeling and Particle FilteringInternational Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, May 2011, Prague, Czech Republic. pp.3548 - 3551, ⟨10.1109/ICASSP.2011.5946244⟩
Communication dans un congrès
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Blind Detection of Severely Blurred 1D BarcodeGlobal Telecommunications Conference (GLOBECOM 2010), 2010 IEEE, Dec 2010, United States. pp.1-5
Communication dans un congrès
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On MCMC-Based Particle Methods for Bayesian Filtering : Application to Multitarget TrackingIEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Netherlands Antilles. pp.1280-1287, ⟨10.1109/CAMSAP.2009.5413256⟩
Communication dans un congrès
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Evolutionary MCMC Particle Filtering for Target Cluster TrackingIEEE 13th DSP Workshop and the 5th SPE Workshop, Jan 2009, Marco Island, Florida, United States. pp.262-267
Communication dans un congrès
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Multiple Object Tracking Using Evolutionary MCMC-Based Particle Algorithms15th IFAC Symposium on System Identification, (SYSID 2009), Jul 2009, Saint-Malo, France. ⟨10.3182/20090706-3-FR-2004.00132⟩
Communication dans un congrès
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The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1179-1186
Communication dans un congrès
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Estimation séquentielle et conjointe du bruit de phase, de l'offset en fréquence et des symboles émis dans les systèmes OFDMTraitement et Analyse de l'Information : Méthodes et Applications (TAIMA), May 2009, Hammamet, Tunisie. pp.1-4
Communication dans un congrès
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Tracking of Multiple Contaminant Clouds12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1280-1287
Communication dans un congrès
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Tracking of coordinated groups using marginalised MCMC-based Particle algorithmIEEE Aerospace Conference, Mar 2009, Big Sky, MT, United States. pp.1, ⟨10.1109/AERO.2009.4839491⟩
Communication dans un congrès
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OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle FilteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2007, Honolulu, United States. pp.III-289 - III-292
Communication dans un congrès
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Particle Filter with Hybrid Importance Function for Joint Symbol Detection and Phase TrackingIEEE 7th Workshop on Signal Processing Advances in Wireless Communications, Jul 2006, Cannes, France. pp.1-5, ⟨10.1109/SPAWC.2006.346358⟩
Communication dans un congrès
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Traitement du bruit de phase par filtrage particulaire en communication numériqueTraitement et Analyse de l'Information : Méthodes et Applications (TAIMA), Oct 2005, Hammamet, Tunisie. pp.1-4
Communication dans un congrès
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MALICE : Localisation de sources polluantes depuis un réseau de capteursGIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France
Poster de conférence
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SMC-ABC methods for the estimation of stochastic si- mulation models of the limit order bookScott A. Sisson, Yanan Fan, Mark Beaumont. Handbook of Approximate Bayesian Computation, 2017, 9781439881507
Chapitre d'ouvrage
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An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-Dimensional SpacesPeters, Gareth W.; Matsui, Tomoko. Theoretical Aspects of Spatial-Temporal Modeling, SpringerBriefs - JSS Research Series in Statistics, 2015, 9784431553359
Chapitre d'ouvrage
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Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo MethodsModeling, Simulation and Visual Analysis of Crowds: A Multidisciplinary Perspective, Eds S. Ali, K. Nishino, D. Manocha, M. Shah - Springer, pp.325-346, 2013, The International Series in Video Computing Volume 11, 978-1461484820
Chapitre d'ouvrage
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Sequential Inference for Dynamically Evolving Groups of ObjectsD. Barber, A. Taylan Cemgil and S. Chiappia. Bayesian Time Series Models, Cambridge University Press, pp.245-276, 2011, 9780521196765
Chapitre d'ouvrage
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VS-LTGARCHX: A Flexible Subset Selection Approach for Estimation of log-TGARCHX Models and Its Application to BTC Markets2023
Pré-publication, Document de travail
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Synthèse des questions mathématiques soulevées par la mise en oeuvre de jumeaux numériques pour le suivi et le pilotage de systèmes dynamiques en entreprises.2021
Pré-publication, Document de travail
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Sliced-Wasserstein Gradient Flows2021
Pré-publication, Document de travail
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