Pierre-François Marteau
Présentation
Publications
Publications
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KAN You Hear the Truth? Audio Deepfake Detection with Kolmogorov-Arnold NetworksEUSIPCO 2025, EURASIP, Sep 2025, Palerme, Italy. pp.561-565 |
Leveraging SSL Speech Features and Mamba for Enhanced DeepFake DetectionInterspeech 2025, ISCA, Aug 2025, Rotterdam (NL), Netherlands. pp.5323--5327, ⟨10.21437/Interspeech.2025-1703⟩ |
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Multi-level SSL Feature Gating for Audio Deepfake DetectionMM 2025 - ACM International Conference on Multimedia, ACM, Oct 2025, Dublin (IR), Ireland. ⟨10.1145/3746027.3754568⟩ |
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Translating Sentences from Written French into LSF AnnotationIVA Adjunct '25: ACM International Conference on Intelligent Virtual Agents, Sep 2025, Berlin Germany, France. pp.1-6, ⟨10.1145/3742886.3756725⟩ |
Enrichissement de corpus par approche générative et impact sur les modèles de reconnaissance d'entités nomméesExtraction et Gestion des Connaissances, EGC'2024, Jan 2024, Dijon, France. pp.223-230 |
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Spoofed Speech Detection with a Focus on Speaker EmbeddingINTERSPEECH 2024, Sep 2024, Kos Island, Greece |
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Étude comparative des plongements lexicaux pour l'extraction d'entités nommées en français18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2023, Paris, France. pp.94-104 |
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Signing Avatars - Multimodal Challenges for Text-to-sign Generation2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), Jan 2023, Waikoloa Beach, France. pp.1-8, ⟨10.1109/FG57933.2023.10042759⟩ |
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A Text-To-SL Synthesis System Using 3D Avatar Technology2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Jun 2023, Rhodes Island, France. pp.1-5, ⟨10.1109/ICASSPW59220.2023.10193734⟩ |
Prédiction des niveaux de risque pollinique à partir de données historiques multi-sourcesEGC 2022 - Extraction et Gestion des Connaissances, Jan 2022, Blois, France |
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Analyse automatique d’émotions pour l’optimisation de campagnes d’e-mails en françaisTextMine '22 - Atelier sur la Fouille de Texte, Conférence EGC (Extraction et Gestion des Connaissances) 2022, Jan 2022, Blois, France. pp.67--77 |
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Automatic Emotions Analysis for French Email Campaigns OptimizationCENTRIC 2021, Oct 2021, Barcelone, Spain |
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Video Latent Code Interpolation for Anomalous Behavior DetectionIEEE SMC 2020 - International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto / Virtual, Canada |
Séparation de la forme et du temps dans les séries temporelles - application à l'authentification de signaturesExtraction et Gestion des Connaissances, EGC 2020, Jan 2020, Bruxelles, Belgique |
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Étude lexicographique de sous-graphes pour l’élaboration de modèles structures à activité – cas de la chimie organiqueExtraction et Gestion des Connaissances (EGC 2019), EGC, Jan 2019, Metz, France. pp.303-308 |
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Combiner analyse syntaxique de surface et apprentissage supervisé pour la fouille d'opinion ciblée : expérimentations sur des données d'opinion concernant les livresEGC 2019, Jan 2019, Metz, France |
Utilité d’un couplage entre Word2Vec et une analyse sémantique latente : expérimentation en catégorisation de données textuellesExtraction et Gestion des Connaissances (EGC 2019), Jan 2019, Metz, France. pp.129-140 |
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Similarité par recouvrement de séquences pour la fouille de données séquentielles et textuellesExtraction et Gestion des Connaissances (EGC 2019), Jan 2019, Metz, France. pp.105-116 |
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Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation ApplicationsProceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), May 2018, Myazaki, Japan |
EMO&LY (EMOtion and AnomaLY) : A new corpus for anomaly detection in an audiovisual stream with emotional contextLanguage Resources and Evaluation Conference (LREC), May 2018, Miyazaki, Japan |
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Intrusion Detection in Network Systems Through Hybrid Supervised and Unsupervised Machine Learning Process: A Case Study on the ISCX Dataset2018 1st International Conference on Data Intelligence and Security (ICDIS), Apr 2018, South Padre Island, France. ⟨10.1109/ICDIS.2018.00043⟩ |
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Big Five vs. Prosodic Features as Cues to Detect Abnormality in SSPNET-Personality CorpusInterspeech, Aug 2017, Stockholm, Sweden |
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First Experiments to Detect Anomaly Using Personality Traits vs. Prosodic Features19th International Conference on Speech and Computer (SPECOM), Sep 2017, Hatfield, Hertfordshire, United Kingdom |
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Detecting Low-Quality Reference Time Series in Stream RecognitionInternational Conference on Pattern Recognition (ICPR), IAPR, Dec 2016, Cancun, Mexico |
From Expressive End-Effector Trajectories to Expressive Bodily Motions *23rd International Conference on Computer Animation and Virtual World, May 2016, Genève, Switzerland. ⟨10.1145/2915926.2915941⟩ |
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Un système de synthèse et d'annotation automatique à partir de données capturées pour l'animation faciale expressive en LSFJournées Françaises d'Informatique Graphique (AFIG 2016), Nov 2016, Grenoble, France |
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Assessing pattern recognition or labeling in streams of temporal data2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2016, Riva del Garda, Italy |
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Quantitative Evaluation of Percussive Gestures by Ranking Trainees versus TeacherMOCO'16: 3rd International Symposium On Movement & Computing, Jul 2016, Thessaloniki, Greece. ⟨10.1145/2948910.2948934⟩ |
Coarse-DTW: Exploiting Sparsity in Gesture Time SeriesAdvanced Analytics and Learning on Temporal Data (AALTD), CEUR Workshop Proceedings, Sep 2015, Porto, Portugal |
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Noyaux temporellement élastiques régularisés et ACP non-linéaireEGC 2015, Jan 2015, Luxembourg, Luxembourg. pp.47-58 |
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Mesurer la similarité entre phrases grâce à Wikipédia en utilisant une indexation aléatoireTALN 2015, Jun 2015, Caen, France |
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Contrôle gestuel d'un robot en mobilité27ème conférence francophone sur l'Interaction Homme-Machine., Oct 2015, Toulouse, France. pp.w20, ⟨10.1145/2820619.2825022⟩ |
End-effectors trajectories: An efficient low-dimensional characterization of affective-expressive body motionsInternational Conference on Affective Computing and Intelligent Interaction, Sep 2015, Xian, China. ⟨10.1109/ACII.2015.7344607⟩ |
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Sous échantillonnage et machine à noyaux élastiques pour la classification de données de mouvement capturé14 emes journées Extraction et Gestion des Connaissances, EGC 2014, Jan 2014, Rennes, France. pp.179-190 |
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Down-Sampling coupled to Elastic Kernel Machines for Efficient Recognition of Isolated GesturesICPR 2014, International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden |
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corporaLREC 2014, the 9th edition of the Language Resources and Evaluation Conference, May 2014, Reykjavik, Iceland |
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Sentence Similarity by Combining Explicit Semantic Analysis and Overlapping N-GramsText, Speech and Dialogue, Sep 2014, Brno, Czech Republic. pp.201-208 |
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Corpus Creation and Perceptual Evaluation of Expressive Theatrical GesturesIntelligent Virtual Agents, Aug 2014, Boston, United States. ⟨10.1007/978-3-319-09767-1_14⟩ |
Co-clustering of bilingual datasets as a mean for assisting the construction of thematic bilingual comparable corporaThe 9th edition of the Language Resources and Evaluation Conference, LREC 2014, May 2014, Reykjavik, Iceland |
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Similarités induites par mesure de comparabilité : signification et utilité pour le clustering et l'alignement de textes comparables20e conf\'{e}rence sur le Traitement Automatique des Langues Naturelles (TALN'2013), Jun 2013, Les Sables d'Olonne, France. pp.515--522 |
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Synthèse de mouvements humains par des méthodes basées apprentissage : un état de l'artAFIG 2013, Nov 2013, Limoges, France |
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Geodesic Analysis on the Gaussian RKHS hypersphereECML-PKDD 2012, 2012, Bristol, United Kingdom. ⟨10.1007/978-3-642-33460-3_25⟩ |
Towards a Faster Symbolic Aggregate Approximation MethodInternational Conference on Software and Data Technologies, Jul 2010, Greece. pp.1-6 |
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Speeding-up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-dirty FilterFourth IEEE International Conference on Semantic Computing (ICSC2010), Sep 2010, Pittsburgh, United States. pp.101-104, ⟨10.1109/ICSC.2010.34⟩ |
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Multi-resolution Approach to Time Series RetrievalFourteenth International Database Engineering and Applications Symposium (IDEAS 2010), August 16-18, 2010, Montreal, Quebec, Canada, Aug 2010, Quebec, France. pp.136-142, ⟨10.1145/1866480.1866501⟩ |
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TOWARDS A FASTER SYMBOLIC AGGREGATE APPROXIMATION METHODICSOFT 2010 - Fifth International Conference on Software and Data Technologies, Jul 2010, Athens, Greece. pp.305-310 |
Symbolic Aggregate Approximation Method Using Updated Lookup TablesInternational Conference on Knowledge-Based and Intelligent Information & Engineering Systems – KES 2010, Sep 2010, Cardiff, Walles, United Kingdom. pp.1-12 |
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Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced SpacesAdvanced Data Mining and Applications - 6th International Conference (ADMA'2010), Nov 2010, Chongqing, China. pp.137-148, ⟨10.1007/978-3-642-17316-5_13⟩ |
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Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup TablesKnowledge-Based and Intelligent Information and Engineering Systems (KES'2010), Jul 2010, Cardiff, Wales, UK, United Kingdom. pp.420-431, ⟨10.1007/978-3-642-15387-7_46⟩ |
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Approximation of Curvature and Velocity for Gesture Segmentation and Synthesis(Revised Selected Papers), May 2007, Lisboa, Portugal. pp.13-23, ⟨10.1007/978-3-540-92865-2_2⟩ |
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Tabu Split and Merge for the Simplification of Polygonal CurvesIEEE international conference on Systems, Man and Cybernetics, Oct 2009, San Antonio, Texas, United States. pp.1322--1327, ⟨10.1109/ICSMC.2009.5346240⟩ |
Exploiting routing information encoded into backlinks to improve topical crawlingInternational Conference of Soft Computing and Pattern Recognition, SOCPAR 2009, Dec 2009, Malacca, Malaysia. pp.659-664, ⟨10.1109/SoCPaR.2009.129⟩ |
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Proactive Uniform Data Replication by Density Estimation in Apollonian P2P NetworksSecond International Conference on Data Management in Grid and Peer-to-Peer Systems (GLOBE), Sep 2009, Linz, Austria. pp.60-71, ⟨10.1007/978-3-642-03715-3_6⟩ |
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Search in P2P Triangular Mesh by Space Filling Trees16th IEEE International Conference on Networks (ICON), Dec 2008, New Delhi, India. pp.1 - 6, ⟨10.1109/ICON.2008.4772629⟩ |
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Population Control for Multi-agent Based Topical CrawlersInternational Conference on Intelligent Systems Design and Applications, Nov 2008, Kaohsiung, Taiwan. pp.133-137, ⟨10.1109/ISDA.2008.111⟩ |
The Prolonged Multi-Resolution Edit DistanceDutch-Belgian Information Retrieval workshop, DIR-2008, Apr 2008, Netherlands. pp.1-7 |
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Analysis of Human Motion, Based on the Reduction of Multidimensional Captured Data - Application to Hand Gesture Compression, Segmentation and Synthesis(AMDO 2008), Jul 2008, Port d'Andratx, Spain. pp.72-81, ⟨10.1007/978-3-540-70517-8_8⟩ |
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The Extended Edit Distance MetricContent-Based Multimedia Indexing, CBMI 2008, Jun 2008, london, United Kingdom. pp.242 - 248, ⟨10.1109/CBMI.2008.4564953⟩ |
Extending the Edit Distance Using Frequencies of Common Charactersinternational conference on Database and Expert Systems Applications (DEXA), Sep 2008, Turin, Italy. pp.150 - 157, ⟨10.1007/978-3-540-85654-2_18⟩ |
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Une Distance d'Édition Etendue Multi RésolutionAtelier Fouille de Données Temporelles, de la conférence Extraction et Gestion des Connaissances (EGC 2008), Jan 2008, France. pp.39-48 |
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The multi-resolution extended edit distanceInternational conference on Scalable information systems, Jun 2008, Vico Equense, Italy. pp.1-5 |
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Information Replication Strategy in Unstructured Peer-to-Peer Networks Using Thematic AgentsSeventh International Conference on Intelligent Systems Design and Applications, Oct 2007, Rio de Janeiro, Brazil. pp.697-702 |
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Path Query Routing in Unstructured Peer-to-Peer NetworksEuro-Par 2007 Parallel Processing, Aug 2007, RENNES, France. pp.479-488, ⟨10.1007/978-3-540-74466-5⟩ |
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Learning for the Control of Dynamical Motion SystemsSeventh International Conference on Intelligent Systems Design and Applications (ISDA 2007), Oct 2007, Rio, Brazil. pp.454-459, ⟨10.1109/ISDA.2007.27⟩ |
An effective method for finding best entry points in semi-structured documentsAnnual ACM Conference on Research and Development in Information Retrieval, Jul 2007, Amsterdam, Netherlands. pp.851 - 852, ⟨10.1145/1277741.1277941⟩ |
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SIRIUS XML IR System at INEX 2006: Approximate Matching of Structure and Textual ContentINEX: Initiative for the Evaluation of XML Retrieval (INEX 2006), Dec 2006, Dagstuhl, Germany. pp.185-199, ⟨10.1007/978-3-540-73888-6⟩ |
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Adaptive Multiresolution and Dedicated Elastic Matching in Linear Time Complexity for Times Series Data MiningInternational Conference on Intelligent Systems Design and Applications (ISDA), Oct 2006, Jinan, Shandong, China. pp.700 - 706, ⟨10.1109/ISDA.2006.84⟩ |
Echantillonnage adaptatif et classification supervisée de séries temporellesAtelier Fouille de Données Temporelles de la conférence Extraction, Gestion des Connaissances 2006 (EGC 2006), Jan 2006, Lille, France. pp.1-9 |
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Weighted Naive Bayes Model for Semi-Structured Document Categorization1st International Conference on Multidisciplinary Information Sciences and Technologies InSciT2006, Oct 2006, Merida, Spain. http://www.instac.es/inscit2006/ |
Unsupervised Classification of Speaker Profiles as a Point Anomaly Detection TaskInternational Workshop on Learning with Imbalanced Domains: Theory and Applications, Sep 2017, Skopje, Macedonia. , 74, pp.152-163, Proceedings of Machine Learning Research |
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Scott : A method for representing graphs as rooted trees for graph canonizationCOMPLEX NETWORKS 2019, Springer, pp.578-590, 2019, Studies in Computational Intelligence Series, ⟨10.1007/978-3-030-36687-2_48⟩ |
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Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated GesturesGuillet, Fabrice and Pinaud, Bruno and Venturini, Gilles. Advances in Knowledge Discovery and Management: volume 6, Volume (665), Springer International Publishing, pp.39 - 59, 2016, Studies in Computational Intelligence, 978-3-319-45763-5. ⟨10.1007/978-3-319-45763-5_3⟩ |
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Challenges for the Animation of Expressive Virtual Characters: The Standpoint of Sign Language and Theatrical GesturesTracts in Advanced Robotics, 2015, ⟨10.1007/978-3-319-25739-6_8⟩ |
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Toward a Motor Theory of Sign Language PerceptionEfthimiou, Eleni and Kouroupetroglou, Georgios and Fotinea, Stavroula-Evita. Gesture and Sign Language in Human-Computer Interaction and Embodied Communication, LNCS, Springer Berlin Heidelberg, pp.Vol. 7206, 161-172, 2012, (LNCS) Lecture Notes in Computer Science, 978-3-642-34181-6. ⟨10.1007/978-3-642-34182-3_15⟩ |
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Adaptive Sampling of Motion Trajectories for Discrete Task-bases Analysis and Synthesis of GestureSylvie Gibet; Nicolas Courty; Jean-François Kamp. Gesture in Human-Computer Interaction and Simulation, 6th International Gesture Workshop, Lecture Notes in Computer Science (3881), Springer-Verlag Berlin Heidelberg, pp.224 - 235, 2006, GW 2005, 978-3-540-32624-3 |
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Time Elastic Neural Networks2024, pp.1-43 |