Laurent Amsaleg
Publications
Publications
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Measuring Vagueness-Based Persuasion Techniques in an AI-Generated Influence CampaignJournées Infox sur Seine 2026, François Bancilhon; Oana Balalau, Feb 2026, Paris, France |
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Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond ExamplesNeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Louisiana), United States. pp.1-17 |
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It Takes Two to Tango: Mixup for Deep Metric LearningICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-21 |
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AlignMixup: Improving Representations By Interpolating Aligned FeaturesCVPR 2022- IEEE/CVF Proceedings on Computer Vision and Pattern Recognition, Jun 2022, New Orleans (Louisiana), United States |
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Patch Replacement: A Transformation-based Method to Improve Robustness against Adversarial AttacksTrustworthy AI 2021 - 1st International Workshop on Trustworthy AI for Multimedia Computing, Oct 2021, Virtual, China. pp.1-10, ⟨10.1145/3475731.3484955⟩ |
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Exploring Quality Camouflage for Social ImagesMediaEval 2020 - MediaEval Benchmarking Initiative for Multimedia Evaluation, Dec 2020, Online, United States. pp.1-3 |
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Interactive Learning for Multimedia at Large42nd European Conference on IR Research, ECIR, Apr 2020, Lisbon (Portugal), France. pp.495-510, ⟨10.1007/978-3-030-45439-5_33⟩ |
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Joint Learning of Assignment and Representation for Biometric Group MembershipICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain |
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Aggregation and embedding for group membership verificationICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.2592-2596, ⟨10.1109/ICASSP.2019.8682422⟩ |
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Évaluation objective de plongements pour la synthèse de parole guidée par réseaux de neuronesTraitement automatique du langage naturel, Jul 2019, Toulouse, France |
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Integration of Exploration and Search: A Case Study of the $M^3$ ModelMMM 2019 - 25th International Conference on MultiMedia Modeling, Jan 2019, Thessaloniki, Greece. pp.156-168, ⟨10.1007/978-3-030-05710-7_13⟩ |
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Group Membership Verification with Privacy: Sparse or Dense?WIFS 2019 - IEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands. pp.1-6 |
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Privacy Preserving Group Membership Verification and IdentificationCVPR 2019 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States. pp.1-9 |
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Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million ImagesMM 2019 - 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. pp.1029-1031, ⟨10.1145/3343031.3350580⟩ |
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Intrinsic Dimensionality Estimation within Tight Localities2019 SIAM International conference on Data Mining, May 2019, Calgary (Alberta), Canada. pp.181-189, ⟨10.1137/1.9781611975673.21⟩ |
DeCP-Live: A Web-Interface for DeCP, a Distributed High-Throughput CBIR SystemCBMI 2018 - International Conference on Content-Based Multimedia Indexing, Sep 2018, La Rochelle, France. pp.1-4, ⟨10.1109/CBMI.2018.8516275⟩ |
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Phone-Level Embeddings for Unit Selection Speech SynthesisSLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Oct 2018, Mons, Belgium. pp.21-31, ⟨10.1007/978-3-030-00810-9_3⟩ |
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Transactional Support for Visual Instance SearchSISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14 |
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Time Series Retrieval using DTW-Preserving ShapeletsSISAP 2018 – 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.257-270, ⟨10.1007/978-3-030-02224-2_20⟩ |
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Scalability of the NV-tree: Three ExperimentsSISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14 |
Towards Engineering a Web-Scale Multimedia Service: A Case Study Using SparkMultimedia Systems Conference, Jun 2017, Taipei, Taiwan. ⟨10.1145/3083187.3083200⟩ |
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On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique10th International Conference on Similarity Search and Applications, Oct 2017, munich, Germany |
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Learning DTW-Preserving ShapeletsIDA 2017 - 16th International Symposium on Intelligent Data Analysis, Oct 2017, London, United Kingdom. pp.198-209, ⟨10.1007/978-3-319-68765-0_17⟩ |
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The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic DimensionalityWIFS 2017 - 9th IEEE International Workshop on Information Forensics and Security, Dec 2017, Rennes, France |
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Scaling Group Testing Similarity SearchACM International Conference on Multimedia Retrieval 2016 , Jun 2016, New York, United States. ⟨10.1145/2911996.2912010⟩ |
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Shaping-Up Multimedia Analytics: Needs and Expectations of Media ProfessionalsThe 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States |
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Near-Duplicate Video Detection Based on an Approximate Similarity Self-Join Strategy14th International Workshop on Content-based Multimedia Indexing, Jun 2016, bucarest, Romania |
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SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional IndexesACM International Conference on Multimedia Retrieval 2016, Jun 2016, New York, United States. ⟨10.1145/2911996.2912065⟩ |
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Ten Research Questions for Scalable Multimedia AnalyticsThe 22nd International Conference On Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States |
Sketching techniques for very large matrix factorizationECIR 2016 - 38th European Conference on Information Retrieval , 2016, Padoue, Italy |
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Sequential pattern mining on multimedia dataEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database Workshop on Advanced Analytics and Learning on Temporal Data, 2015, Porto, Portugal |
A Multi-Dimensional Data Model for Personal Photo BrowsingInternational Conference on Multimedia Modelling, 2015, Sydney, Australia |
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Estimating Local Intrinsic Dimensionality21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'15, ACM, Aug 2015, Sidney, Australia. pp.29-38 ⟨10.1145/2783258.2783405⟩ |
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Supervised multi-scale locality sensitive hashingProc. of International Conference on Multimedia Retrieval (ICMR), Jun 2015, Shanghai, China |
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Image Retrieval with Reciprocal and shared Nearest NeighborsVISAPP--International Conference on Computer Vision Theory and Applications, Jan 2014, Barcelone, Portugal |
$M^3$ + $P^3$+ $O^3$ = Multi-D Photo BrowsingInternational Conference on MultiMedia Modeling, Jan 2014, Dublin, Ireland |
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Terabyte-scale image similarity search : experience and best practiceIEEE International Conference on Big Data, 2013, Santa Clara, United States |
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Recherche approximative de plus proches voisins efficace et sûreGRETSI, Sep 2013, Brest, France. pp.ID238 |
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Fast and secure similarity search in high dimensional spaceIEEE International Workshop on Information Forensics and Security, 2013, Guangzhou, China |
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Secure and Efficient Approximate Nearest Neighbors Search1st ACM Workshop on Information Hiding and Multimedia Security, Jun 2013, Montpellier, France. pp.175--180, ⟨10.1145/2482513.2482539⟩ |
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Scalable high-dimensional indexing with HadoopCBMI---International Workshop on Content-Based Multimedia Indexing, 2013, Veszprém, Hungary |
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Indexing and Searching 100M Images with Map-ReduceACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States |
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Security-Oriented Picture-In-Picture Visual ModificationsICMR - ACM International Conference on Multimedia Retrieval, Jun 2012, Hong-Kong, China |
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Enlarging hacker's toolbox: deluding image recognition by attacking keypoint orientationsICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan |
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Distributed High-Dimensional Index Creation using Hadoop, HDFS and C++CBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France. ⟨10.1109/CBMI.2012.6269848⟩ |
Impact of Storage Technology on the Efficiency of Cluster-Based High-Dimensional Index CreationDASFAA - 17th International Conference on Database Systems for Advanced Applications, Apr 2012, Busan, South Korea. pp.53-64, ⟨10.1007/978-3-642-29023-7_6⟩ |
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Using PhotoCube as an Extensible Demonstration Platform for Advanced Image Analysis TechniquesCBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France |
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Searching in one billion vectors: re-rank with source codingICASSP 2011 - International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.861-864, ⟨10.1109/ICASSP.2011.5946540⟩ |
PhotoCube: effective and efficient multi-dimensional browsing of personal photo collections1st ACM International Conference on Multimedia Retrieval, Apr 2011, trento, Italy. ⟨10.1145/1991996.1992066⟩ |
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NV-Tree: nearest neighbors at the billion scale1st ACM International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. ⟨10.1145/1991996.1992050⟩ |
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Balancing clusters to reduce response time variability in large scale image searchInternational Workshop on Content-Based Multimedia Indexing (CBMI 2011), Jun 2011, Madrid, Spain |
Vectorisation des processus d'appariement document-requête7e conférence en recherche d'informations et applications, CORIA'10, Mar 2010, Sousse, Tunisie |
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Understanding the Security and Robustness of SIFTACM Multimedia, Oct 2010, Firenze, Italy |
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Deluding Image Recognition in SIFT-based CBIR SystemsACM Multimedia in Forensics, Security and Intelligence, ACM, Oct 2010, Firenze, Italy |
Videntifier (TM) Forensic: large-scale video identification in practiceProceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1877972.1877973⟩ |
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VidentifierTM Forensic: Large-Scale Video Identification in PractiseACM International Conference on Multimedia, ACM MM'10 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2010, Florence, Italy |
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Challenging the Security of Content Based Image Retrieval SystemsMMSP - EEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. ⟨10.1109/MMSP.2010.5661993⟩ |
A Large-Scale Performance Study of Cluster-Based High-Dimensional Indexing18th ACM International Conference on Multimedia - Workshop on Very-Large-Scale Multimedia Corpus, Mining and Retrieval, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1878137.1878145⟩ |
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GPU Acceleration of Eff2 Descriptors using CUDAACM International Conference on Multimedia, Oct 2010, Florence, Italy. ⟨10.1145/1873951.1874178⟩ |
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Videntifier Forensic: Robust and Efficient Detection of Illegal MultimediaACM International Conference on Multimedia, 2009, beijing, China |
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Videntifier Forensic: A New Law Enforcement Service for Automatic Identification of Illegal Video MaterialACM International Conference on Multimedia, ACM MM'09 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2009, Beijing, China |
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Evaluation of GIST descriptors for web-scale image searchCIVR 2009 - International Conference on Image and Video Retrieval, Jul 2009, Santorini, Greece. pp.19:1-8, ⟨10.1145/1646396.1646421⟩ |
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Query-Adaptative Locality Sensitive HashingICASSP 2008 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States. pp.825-828, ⟨10.1109/ICASSP.2008.4517737⟩ |
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Eff2 Videntifier: Identifying Pirated Videos in Real-TimeACM International Conference on Multimedia, Sep 2007, Augsburg, Germany |
The Eff2 Project: Towards Efficient and Effective Support for Large-Scale High-Dimensional IndexingContent-Based Multimedia Indexing (CBMI), Jun 2007, Bordeaux, France |
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Blazingly Fast Image Copyright EnforcementProceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180739⟩ |
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Remix : une architecture pour la recherche dans les masses de données indexéesSymposium en archichecture de machines (Sympa) 2006, Oct 2006, Perpignan, France. pp.142-153 |
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Scalability of Local Image Descriptors: A Comparative StudyProceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180760⟩ |
The Eff2 Image Retrieval System PrototypeIASTED International Conference on Databases and Applications, Feb 2005, Innsbruck, Austria |
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The Quality vs. Time Trade-off for Approximate Image Descriptor Search21st International Conference on Data Engineering Workshops (ICDEW'05), EMMA - International Workshop on Managing Data for Emerging Multimedia Applications, Apr 2005, Tokyo, Japan. ⟨10.1109/ICDE.2005.294⟩ |
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Efficient and Effective Image Copyright Enforcement21e journées Bases de données avancées, Oct 2005, Saint Malo, France |
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Evaluating Garbage Collectors for Large Persistence StoresOOPSLA Workshop on Object Database Behavior, Benchmarks, and Performance, Addendum to the Proceedings, 1995, Austin TX, USA, United States |
Some Key Issues in the Design of Distributed Garbage Collection and ReferencesUnifying Theory and Practice in Distributed Systems, 1994, Dagstuhl, Germany, Germany |
18th International Conference on Similarity Search and ApplicationsSISAP 2025 - 18th International Conference on Similarity Search and Applications, Oct 2025, Reykjavik, Iceland. 16134, Springer Nature Switzerland, 2025, Lecture Notes in Computer Science, 978-3-032-06069-3. ⟨10.1007/978-3-032-06069-3⟩ |
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Proceedings of the 27th ACM International Conference on MultimediaLaurent Amsaleg; Benoit Huet; Martha Larson; Guillaume Gravier; Hayley Hung; Chong-Wah Ngo; Wei Tsang Ooi. 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. ACM Press, 2019, ⟨10.1145/3343031⟩ |
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Proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, Reykjavik, Iceland, January 4-6, 2017Laurent Amsaleg; Gylfi Þór Guðmundsson; Cathal Gurrin; Björn Þór Jónsson; Shin'ichi Satoh. 23rd International Conference on Multimedia Modeling, MMM 2017, Jan 2017, Reykjavík, Iceland. 10132 (0302-9743), Springer International Publishing, 2017, MultiMedia Modeling, 978-3-319-51811-4. ⟨10.1007/978-3-319-51811-4⟩ |
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9th International Conference on Similarity Search and ApplicationsSISAP -- Similarity Search and Applications, Oct 2016, Tokyo, Japan. 9939, Springer International Publishing, pp.XVII, 339, 2016, 978-3-319-46759-7. ⟨10.1007/978-3-319-46759-7⟩ |
Deep Neural Network Attacks and Defense: The Case of Image ClassificationMultimedia Security 1, 1, Wiley, 2022, Multimedia Security 1: Authentication and Data Hiding, 9781789450262. ⟨10.1002/9781119901808.ch2⟩ |
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Attaques et défenses de réseaux de neurones profonds : le cas de la classification d'imagesISTE. Sécurité multimédia 1. Authentification et insertion de données cachées, 2021, 978-1-78949-026-8 |
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Walking on the Edge: Fast, Low-Distortion Adversarial Examples2019 |
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Smooth Adversarial Examples2019 |
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Actes de l'atelier Journalisme Computationnel 20172017 |
Journal of Multimedia Tools and Applications: CVDB'04 special issueLaurent Amsaleg. Springer Netherlands, Volume 31, Number 3 / December, 2006, pp.80, 2006, 1573-7721. ⟨10.1007/s11042-006-0046-y⟩ |
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Proceedings of the Second International Workshop on Computer Vision meets Databases - CVDB 2005Laurent Amsaleg. ACM Press, pp.75, 2005, 1-59593-151-1 |
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Proceedings of the First International Workshop on Computer Vision meets Databases - CVDB 2004Laurent Amsaleg. ACM Press, pp.78, 2004, 1-58113-917-9 |
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A Database Perspective on Large Scale High-Dimensional IndexingData Structures and Algorithms [cs.DS]. Université Rennes 1, 2014 |
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Neurobase: gestion de données et de connaissances distribuées en neuroimagerie2005 |