Laurent Amsaleg

129
Documents

Publications

Publications

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Measuring Vagueness-Based Persuasion Techniques in an AI-Generated Influence Campaign

Benjamin Icard , Thomas Girault , Géraud Faye , Lila Sainero , Alice Breton et al.

Journées Infox sur Seine 2026, François Bancilhon; Oana Balalau, Feb 2026, Paris, France

Communication dans un congrès hal-05531214v1
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Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples

Shashanka Venkataramanan , Ewa Kijak , Laurent Amsaleg , Yannis Avrithis

NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Louisiana), United States. pp.1-17

Communication dans un congrès hal-04214672v1
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It Takes Two to Tango: Mixup for Deep Metric Learning

Shashanka Venkataramanan , Bill Psomas , Ewa Kijak , Laurent Amsaleg , Konstantinos Karantzalos et al.

ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-21

Communication dans un congrès hal-03577949v1
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AlignMixup: Improving Representations By Interpolating Aligned Features

Shashanka Venkataramanan , Ewa Kijak , Laurent Amsaleg , Yannis Avrithis

CVPR 2022- IEEE/CVF Proceedings on Computer Vision and Pattern Recognition, Jun 2022, New Orleans (Louisiana), United States

Communication dans un congrès hal-03620779v1
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Patch Replacement: A Transformation-based Method to Improve Robustness against Adversarial Attacks

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg

Trustworthy AI 2021 - 1st International Workshop on Trustworthy AI for Multimedia Computing, Oct 2021, Virtual, China. pp.1-10, ⟨10.1145/3475731.3484955⟩

Communication dans un congrès hal-03363999v1
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Exploring Quality Camouflage for Social Images

Zhuoran Liu , Zhengyu Zhao , Martha Larson , Laurent Amsaleg

MediaEval 2020 - MediaEval Benchmarking Initiative for Multimedia Evaluation, Dec 2020, Online, United States. pp.1-3

Communication dans un congrès hal-03129778v1
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Interactive Learning for Multimedia at Large

Omar Shahbaz Khan , Björn Thór Jónsson , Stevan Rudinac , Jan Zahálka , Hanna Ragnarsdóttir et al.

42nd European Conference on IR Research, ECIR, Apr 2020, Lisbon (Portugal), France. pp.495-510, ⟨10.1007/978-3-030-45439-5_33⟩

Communication dans un congrès hal-02566458v1
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Joint Learning of Assignment and Representation for Biometric Group Membership

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg

ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain

Communication dans un congrès hal-02490005v1
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Aggregation and embedding for group membership verification

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg , Behrooz Razeghi , Slava Voloshynovskiy

ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.2592-2596, ⟨10.1109/ICASSP.2019.8682422⟩

Communication dans un congrès hal-02091036v3
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Évaluation objective de plongements pour la synthèse de parole guidée par réseaux de neurones

Antoine Perquin , Gwénolé Lecorvé , Damien Lolive , Laurent Amsaleg

Traitement automatique du langage naturel, Jul 2019, Toulouse, France

Communication dans un congrès hal-02419483v1

Integration of Exploration and Search: A Case Study of the $M^3$ Model

Snorri Gíslason , Björn Thór Jónsson , Laurent Amsaleg

MMM 2019 - 25th International Conference on MultiMedia Modeling, Jan 2019, Thessaloniki, Greece. pp.156-168, ⟨10.1007/978-3-030-05710-7_13⟩

Communication dans un congrès hal-02106893v1
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Group Membership Verification with Privacy: Sparse or Dense?

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg

WIFS 2019 - IEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands. pp.1-6

Communication dans un congrès hal-02489991v2
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Privacy Preserving Group Membership Verification and Identification

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg

CVPR 2019 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States. pp.1-9

Communication dans un congrès hal-02107442v1
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Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images

Hanna Ragnarsdóttir , Thórhildur Thorleiksdóttir , Omar Shahbaz Khan , Björn Thór Jónsson , Gylfi Thór Gudmundsson et al.

MM 2019 - 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. pp.1029-1031, ⟨10.1145/3343031.3350580⟩

Communication dans un congrès hal-02378272v1
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Intrinsic Dimensionality Estimation within Tight Localities

Laurent Amsaleg , Oussama Chelly , Michael E Houle , Ken-Ichi Kawarabayashi , Miloš Radovanović et al.

2019 SIAM International conference on Data Mining, May 2019, Calgary (Alberta), Canada. pp.181-189, ⟨10.1137/1.9781611975673.21⟩

Communication dans un congrès hal-02125331v1

DeCP-Live: A Web-Interface for DeCP, a Distributed High-Throughput CBIR System

Laurent Amsaleg , Gylfi Thor Gudmundsson , Christian Andreas Jacobsen , Hilmar Tryggvason , Bjorn Thor Jonsson

CBMI 2018 - International Conference on Content-Based Multimedia Indexing, Sep 2018, La Rochelle, France. pp.1-4, ⟨10.1109/CBMI.2018.8516275⟩

Communication dans un congrès hal-02106908v1
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Phone-Level Embeddings for Unit Selection Speech Synthesis

Antoine Perquin , Gwénolé Lecorvé , Damien Lolive , Laurent Amsaleg

SLSP 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⟩

Communication dans un congrès hal-01840812v1
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Transactional Support for Visual Instance Search

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Thór Jónsson , Laurent Amsaleg

SISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14

Communication dans un congrès hal-01843043v1
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Time Series Retrieval using DTW-Preserving Shapelets

Ricardo Carlini Sperandio , Simon Malinowski , Laurent Amsaleg , Romain Tavenard

SISAP 2018 – 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.257-270, ⟨10.1007/978-3-030-02224-2_20⟩

Communication dans un congrès hal-01841995v1
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Scalability of the NV-tree: Three Experiments

Laurent Amsaleg , Björn Thor Jónsson , Herwig Lejsek

SISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14

Communication dans un congrès hal-01843046v1

Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson , Michael J Franklin

Multimedia Systems Conference, Jun 2017, Taipei, Taiwan. ⟨10.1145/3083187.3083200⟩

Communication dans un congrès hal-01565196v1

On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique

Haukur Pálmasson , Björn Þór Jónsson , Laurent Amsaleg , Markus Schedl , Peter Knees

10th International Conference on Similarity Search and Applications, Oct 2017, munich, Germany

Communication dans un congrès hal-01565217v1
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Learning DTW-Preserving Shapelets

Arnaud Lods , Simon Malinowski , Romain Tavenard , Laurent Amsaleg

IDA 2017 - 16th International Symposium on Intelligent Data Analysis, Oct 2017, London, United Kingdom. pp.198-209, ⟨10.1007/978-3-319-68765-0_17⟩

Communication dans un congrès hal-01565207v2
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The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality

Laurent Amsaleg , James E. Bailey , Dominique Barbe , Sarah Erfani , Michael E Houle et al.

WIFS 2017 - 9th IEEE International Workshop on Information Forensics and Security, Dec 2017, Rennes, France

Communication dans un congrès hal-01599355v1
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Scaling Group Testing Similarity Search

Ahmet Iscen , Laurent Amsaleg , Teddy Furon

ACM International Conference on Multimedia Retrieval 2016 , Jun 2016, New York, United States. ⟨10.1145/2911996.2912010⟩

Communication dans un congrès hal-01304287v1
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Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals

Guillaume Gravier , Martin Ragot , Laurent Amsaleg , Rémi Bois , Grégoire Jadi et al.

The 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States

Communication dans un congrès hal-01214829v1
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Near-Duplicate Video Detection Based on an Approximate Similarity Self-Join Strategy

Henrique Batista da Silva , Zenilton Patrocino Jr. , Guillaume Gravier , Laurent Amsaleg , Arnaldo de A. Araújo et al.

14th International Workshop on Content-based Multimedia Indexing, Jun 2016, bucarest, Romania

Communication dans un congrès hal-01305691v1
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SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes

Björn Þór Jónsson , Laurent Amsaleg , Herwig Lejsek

ACM International Conference on Multimedia Retrieval 2016, Jun 2016, New York, United States. ⟨10.1145/2911996.2912065⟩

Communication dans un congrès hal-01305651v1
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Ten Research Questions for Scalable Multimedia Analytics

Björn Þór Jónsson , Marcel Worring , Jan Zahálka , Stevan Rudinac , Laurent Amsaleg

The 22nd International Conference On Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States

Communication dans un congrès hal-01214847v1

Sketching techniques for very large matrix factorization

Raghavendran Balu , Teddy Furon , Laurent Amsaleg

ECIR 2016 - 38th European Conference on Information Retrieval , 2016, Padoue, Italy

Communication dans un congrès hal-01249621v1
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Sequential pattern mining on multimedia data

Corentin Hardy , Laurent Amsaleg , Guillaume Gravier , Simon Malinowski , René Quiniou

European 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

Communication dans un congrès hal-01186446v1

A Multi-Dimensional Data Model for Personal Photo Browsing

Björn Thór Jónsson , Grímur Tómasson , Hlynur Sigurþórsson , Áslaug Eríksdóttir , Laurent Amsaleg et al.

International Conference on Multimedia Modelling, 2015, Sydney, Australia

Communication dans un congrès hal-01083344v1

Estimating Local Intrinsic Dimensionality

Laurent Amsaleg , Oussama Chelly , Teddy Furon , Stéphane Girard , Michael E. Houle et al.

21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'15, ACM, Aug 2015, Sidney, Australia. pp.29-38 ⟨10.1145/2783258.2783405⟩

Communication dans un congrès hal-01159217v1

Supervised multi-scale locality sensitive hashing

Li Weng , I-Hong Jhuo , Miaojing Shi , Meng Sun , Wen-Huang Cheng et al.

Proc. of International Conference on Multimedia Retrieval (ICMR), Jun 2015, Shanghai, China

Communication dans un congrès hal-01141225v1
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Image Retrieval with Reciprocal and shared Nearest Neighbors

Agni Delvinioti , Hervé Jégou , Laurent Amsaleg , Michael E. Houle

VISAPP--International Conference on Computer Vision Theory and Applications, Jan 2014, Barcelone, Portugal

Communication dans un congrès hal-00907481v1

$M^3$ + $P^3$+ $O^3$ = Multi-D Photo Browsing

Björn Þór Jónsson , Áslaug Eríksdóttir , Ólafur Waage , Grímur Tómasson , Hlynur Sigurþórsson et al.

International Conference on MultiMedia Modeling, Jan 2014, Dublin, Ireland

Communication dans un congrès hal-00925464v1

Terabyte-scale image similarity search : experience and best practice

Diana Moise , Denis Shestakov , Gylfi Þór Guðmundsson , Laurent Amsaleg

IEEE International Conference on Big Data, 2013, Santa Clara, United States

Communication dans un congrès hal-00857577v1
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Recherche approximative de plus proches voisins efficace et sûre

Benjamin Mathon , Teddy Furon , Laurent Amsaleg , Julien Bringer

GRETSI, Sep 2013, Brest, France. pp.ID238

Communication dans un congrès hal-00823879v2
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Fast and secure similarity search in high dimensional space

Teddy Furon , Hervé Jégou , Laurent Amsaleg , Benjamin Mathon

IEEE International Workshop on Information Forensics and Security, 2013, Guangzhou, China

Communication dans un congrès hal-00857570v1
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Secure and Efficient Approximate Nearest Neighbors Search

Benjamin Mathon , Teddy Furon , Laurent Amsaleg , Julien Bringer

1st ACM Workshop on Information Hiding and Multimedia Security, Jun 2013, Montpellier, France. pp.175--180, ⟨10.1145/2482513.2482539⟩

Communication dans un congrès hal-00817336v2
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Scalable high-dimensional indexing with Hadoop

Denis Shestakov , Diana Moise , Gylfi Thór Gudmundsson , Laurent Amsaleg

CBMI---International Workshop on Content-Based Multimedia Indexing, 2013, Veszprém, Hungary

Communication dans un congrès hal-00817378v1
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Indexing and Searching 100M Images with Map-Reduce

Diana Moise , Denis Shestakov , Gylfi Thór Gudmundsson , Laurent Amsaleg

ACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States

Communication dans un congrès hal-00796475v1
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Security-Oriented Picture-In-Picture Visual Modifications

Thanh-Toan Do , Laurent Amsaleg , Ewa Kijak , Teddy Furon

ICMR - ACM International Conference on Multimedia Retrieval, Jun 2012, Hong-Kong, China

Communication dans un congrès hal-00764431v1
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Enlarging hacker's toolbox: deluding image recognition by attacking keypoint orientations

Thanh-Toan Do , Ewa Kijak , Laurent Amsaleg , Teddy Furon

ICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan

Communication dans un congrès hal-00686809v1
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Distributed High-Dimensional Index Creation using Hadoop, HDFS and C++

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson

CBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France. ⟨10.1109/CBMI.2012.6269848⟩

Communication dans un congrès hal-00764434v1

Impact of Storage Technology on the Efficiency of Cluster-Based High-Dimensional Index Creation

Gylfi Thór Gudmundsson , Laurent Amsaleg , Björn Þór Jónsson

DASFAA - 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⟩

Communication dans un congrès hal-00844873v1
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Using PhotoCube as an Extensible Demonstration Platform for Advanced Image Analysis Techniques

Grímur Tómasson , Hlynur Sigurþórsson , Kristjan Runarsson , Gisli Kristjan Olafsson , Björn Þór Jónsson et al.

CBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France

Communication dans un congrès hal-00764447v1
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Searching in one billion vectors: re-rank with source coding

Hervé Jégou , Romain Tavenard , Matthijs Douze , Laurent Amsaleg

ICASSP 2011 - International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.861-864, ⟨10.1109/ICASSP.2011.5946540⟩

Communication dans un congrès inria-00566883v1

PhotoCube: effective and efficient multi-dimensional browsing of personal photo collections

Grímur Tómasson , Hlynur Sigurþórsson , Björn Þór Jónsson , Laurent Amsaleg

1st ACM International Conference on Multimedia Retrieval, Apr 2011, trento, Italy. ⟨10.1145/1991996.1992066⟩

Communication dans un congrès hal-00644942v1

NV-Tree: nearest neighbors at the billion scale

Herwig Lejsek , Björn Þór Jónsson , Laurent Amsaleg

1st ACM International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. ⟨10.1145/1991996.1992050⟩

Communication dans un congrès hal-00644939v1
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Balancing clusters to reduce response time variability in large scale image search

Romain Tavenard , Hervé Jégou , Laurent Amsaleg

International Workshop on Content-Based Multimedia Indexing (CBMI 2011), Jun 2011, Madrid, Spain

Communication dans un congrès inria-00576886v2

Vectorisation des processus d'appariement document-requête

Vincent Claveau , Romain Tavenard , Laurent Amsaleg

7e conférence en recherche d'informations et applications, CORIA'10, Mar 2010, Sousse, Tunisie

Communication dans un congrès inria-00561797v1
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Understanding the Security and Robustness of SIFT

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg

ACM Multimedia, Oct 2010, Firenze, Italy

Communication dans un congrès inria-00505843v1
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Deluding Image Recognition in SIFT-based CBIR Systems

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg

ACM Multimedia in Forensics, Security and Intelligence, ACM, Oct 2010, Firenze, Italy

Communication dans un congrès inria-00505845v1

Videntifier (TM) Forensic: large-scale video identification in practice

Herwig Lejsek , Hrönn Þórmódsdóttir , Friðrik-Heidar Heiðar Ásmundsson , Ársaell Þór Jóhannsson , Kristleifur Daðason et al.

Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1877972.1877973⟩

Communication dans un congrès inria-00561014v1

VidentifierTM Forensic: Large-Scale Video Identification in Practise

Herwig Lejsek , Hrönn Þórmódsdóttir , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Ársaell Þór Jóhannsson et al.

ACM International Conference on Multimedia, ACM MM'10 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2010, Florence, Italy

Communication dans un congrès hal-00812351v1
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Challenging the Security of Content Based Image Retrieval Systems

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg

MMSP - EEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. ⟨10.1109/MMSP.2010.5661993⟩

Communication dans un congrès inria-00505846v1

A Large-Scale Performance Study of Cluster-Based High-Dimensional Indexing

Gylfi Thór Gudmundsson , Björn Þór Jónsson , Laurent Amsaleg

18th ACM International Conference on Multimedia - Workshop on Very-Large-Scale Multimedia Corpus, Mining and Retrieval, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1878137.1878145⟩

Communication dans un congrès inria-00560972v1

GPU Acceleration of Eff2 Descriptors using CUDA

Kristleifur Daðason , Ársaell Þór Jóhannsson , Herwig Lejsek , Björn Þór Jónsson , Laurent Amsaleg

ACM International Conference on Multimedia, Oct 2010, Florence, Italy. ⟨10.1145/1873951.1874178⟩

Communication dans un congrès inria-00560190v1

Videntifier Forensic: Robust and Efficient Detection of Illegal Multimedia

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Björn Þór Jónsson , Laurent Amsaleg

ACM International Conference on Multimedia, 2009, beijing, China

Communication dans un congrès hal-00812355v1

Videntifier Forensic: A New Law Enforcement Service for Automatic Identification of Illegal Video Material

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Baldur Jóhannesson , Ævar Kvaran et al.

ACM International Conference on Multimedia, ACM MM'09 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2009, Beijing, China

Communication dans un congrès hal-00812353v1
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Evaluation of GIST descriptors for web-scale image search

Matthijs Douze , Hervé Jégou , Sandhawalia Harsimrat , Laurent Amsaleg , Cordelia Schmid

CIVR 2009 - International Conference on Image and Video Retrieval, Jul 2009, Santorini, Greece. pp.19:1-8, ⟨10.1145/1646396.1646421⟩

Communication dans un congrès inria-00394212v1
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Query-Adaptative Locality Sensitive Hashing

Hervé Jégou , Laurent Amsaleg , Cordelia Schmid , Patrick Gros

ICASSP 2008 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States. pp.825-828, ⟨10.1109/ICASSP.2008.4517737⟩

Communication dans un congrès inria-00318614v1
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Eff2 Videntifier: Identifying Pirated Videos in Real-Time

Kristleifur Daðason , Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg

ACM International Conference on Multimedia, Sep 2007, Augsburg, Germany

Communication dans un congrès inria-00175874v1

The Eff2 Project: Towards Efficient and Effective Support for Large-Scale High-Dimensional Indexing

Björn Þór Jónsson , Herwig Lejsek , Laurent Amsaleg

Content-Based Multimedia Indexing (CBMI), Jun 2007, Bordeaux, France

Communication dans un congrès inria-00175870v1
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Blazingly Fast Image Copyright Enforcement

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Thór Jónsson , Laurent Amsaleg

Proceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180739⟩

Communication dans un congrès inria-00175247v1
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Remix : une architecture pour la recherche dans les masses de données indexées

Gilles Georges , Steven Derrien , Stéphane Rubini , Frédéric Raimbault , Laurent Amsaleg et al.

Symposium en archichecture de machines (Sympa) 2006, Oct 2006, Perpignan, France. pp.142-153

Communication dans un congrès hal-00505589v1
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Scalability of Local Image Descriptors: A Comparative Study

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg

Proceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180760⟩

Communication dans un congrès inria-00175234v1

The Eff2 Image Retrieval System Prototype

Ragnheiður Grétarsdóttir , Sigurðir Einarsson , Björn Þór Jónsson , Laurent Amsaleg

IASTED International Conference on Databases and Applications, Feb 2005, Innsbruck, Austria

Communication dans un congrès inria-00175405v1
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The Quality vs. Time Trade-off for Approximate Image Descriptor Search

Rut Sigurdardottir , Hlynur Hauksson , Björn Þór Jónsson , Laurent Amsaleg

21st 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⟩

Communication dans un congrès inria-00175330v1
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Efficient and Effective Image Copyright Enforcement

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg

21e journées Bases de données avancées, Oct 2005, Saint Malo, France

Communication dans un congrès inria-00175253v1
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Evaluating Garbage Collectors for Large Persistence Stores

Laurent Amsaleg , Paulo Ferreira , Michael Franklin , Marc Shapiro

OOPSLA Workshop on Object Database Behavior, Benchmarks, and Performance, Addendum to the Proceedings, 1995, Austin TX, USA, United States

Communication dans un congrès inria-00444638v1

Some Key Issues in the Design of Distributed Garbage Collection and References

Marc Shapiro , David Plainfosse , Paulo Ferreira , Laurent Amsaleg

Unifying Theory and Practice in Distributed Systems, 1994, Dagstuhl, Germany, Germany

Communication dans un congrès inria-00444632v1
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Revisiting Transferable Adversarial Images: Systemization, Evaluation, and New Insights

Zhengyu Zhao , Hanwei Zhang , Renjue Li , Ronan Sicre , Laurent Amsaleg et al.

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, pp.1-16. ⟨10.1109/TPAMI.2025.3610085⟩

Article dans une revue hal-05267252v1

AggNet: Learning to aggregate faces for group membership verification

Marzieh Gheisari , Javad Amirian , Teddy Furon , Laurent Amsaleg

Signal Processing: Image Communication, 2024, 132, pp.117237. ⟨10.1016/j.image.2024.117237⟩

Article dans une revue hal-04875732v1
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HyperStorylines: Interactively untangling dynamic hypergraphs

Vanessa Pena Araya , Tong Xue , Emmanuel Pietriga , Laurent Amsaleg , Anastasia Bezerianos

Information Visualization, 2022, 21 (1), pp.38-62. ⟨10.1177/14738716211045007⟩

Article dans une revue hal-03352276v1
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High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence

Laurent Amsaleg , James Bailey , Amelie Barbe , Sarah Erfani , Teddy Furon et al.

IEEE Transactions on Information Forensics and Security, 2020, 16, pp.1-12. ⟨10.1109/TIFS.2020.3023274⟩

Article dans une revue hal-02938099v2
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Walking on the Edge: Fast, Low-Distortion Adversarial Examples

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg

IEEE Transactions on Information Forensics and Security, 2020, 16, pp.701 - 713. ⟨10.1109/TIFS.2020.3021899⟩

Article dans une revue hal-02931493v1
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Smooth adversarial examples

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg

EURASIP Journal on Information Security, 2020, 2020 (1), ⟨10.1186/s13635-020-00112-z⟩

Article dans une revue hal-03017171v1

Introduction to Special Issue of the 9th International Conference on Similarity Search and Applications (SISAP 2016)

Laurent Amsaleg , Michael E Houle , Erich Schubert

Information Systems, 2019, 80, pp.107. ⟨10.1016/j.is.2018.11.006⟩

Article dans une revue istex hal-02106914v1

Extreme-value-theoretic estimation of local intrinsic dimensionality

Laurent Amsaleg , Oussama Chelly , Teddy Furon , Stéphane Girard , Michael E Houle et al.

Data Mining and Knowledge Discovery, 2018, 32 (6), pp.1768-1805. ⟨10.1007/s10618-018-0578-6⟩

Article dans une revue hal-01864580v1

Introduction to Special Issue of the 23rd International Conference on Multimedia Modeling (MMM 2017)

Laurent Amsaleg , Cathal Gurrin , Björn Thór Jónsson , Shin’ichi Satoh

Multimedia Tools and Applications, 2018, 77 (22), pp.29405-29406. ⟨10.1007/s11042-018-6668-z⟩

Article dans une revue hal-02106902v1

Prototyping a Web-Scale Multimedia Retrieval Service Using Spark

Laurent Amsaleg , Gylfi Thór Gudmundsson , Björn Thór Jónsson , Michael J Franklin

ACM Transactions on Multimedia Computing, Communications and Applications, 2018, 14 (3s), pp.1 - 24. ⟨10.1145/3209662⟩

Article dans une revue hal-01853379v1
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Compte rendu de l'atelier Journalisme computationnel 2017

Laurent Amsaleg , Vincent Claveau

Recherche d’Information, Document et Web Sémantique, 2017, 1 (1), pp.6

Article dans une revue hal-01643444v1
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Privacy-Preserving Outsourced Media Search

Li Weng , Laurent Amsaleg , Teddy Furon

IEEE Transactions on Knowledge and Data Engineering, 2016, 28 (10), ⟨10.1109/TKDE.2016.2587258⟩

Article dans une revue hal-01391444v1
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Improving the Efficiency of Traditional DTW Accelerators

Romain Tavenard , Laurent Amsaleg

Knowledge and Information Systems (KAIS), 2015, 42 (1), pp.215-243. ⟨10.1007/s10115-013-0698-7⟩

Article dans une revue hal-00862176v1

A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval

Li Weng , Laurent Amsaleg , April Morton , Stéphane Marchand-Maillet

IEEE Transactions on Information Forensics and Security, 2014, 10, pp.152-167. ⟨10.1109/TIFS.2014.2365998⟩

Article dans une revue hal-01083328v1

Dynamic behavior of balanced NV-trees

Arnar Olafsson , Björn Þór Jónsson , Laurent Amsaleg , Herwig Lejsek

Multimedia Systems, 2010, ⟨10.1007/s00530-010-0199-4⟩

Article dans une revue inria-00514479v1
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Locality sensitive hashing: a comparison of hash function types and querying mechanisms

Loïc Paulevé , Hervé Jégou , Laurent Amsaleg

Pattern Recognition Letters, 2010, 31 (11), pp.1348-1358. ⟨10.1016/j.patrec.2010.04.004⟩

Article dans une revue inria-00567191v1

Nested OpenMP Parallelization of a Hierarchical Data Clustering Algorithm

Panagiotis Hadjidoukas , Laurent Amsaleg

Parallel Processing Letters, 2010, 20 (2), pp.187-208. ⟨10.1142/S0129626410000144⟩

Article dans une revue inria-00514758v1

NV-tree: An Efficient Disk-Based Index for Approximate Search in Very Large High-Dimensional Collections

Herwig Lejsek , Friðrik-Heidar Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31 (5), pp.869-883. ⟨10.1109/TPAMI.2008.130⟩

Article dans une revue hal-00794359v1

Model-based similarity estimation of multidimensional temporal sequences

Romain Tavenard , Laurent Amsaleg , Guillaume Gravier

Annals of Telecommunications - annales des télécommunications, 2009, 64 (5), pp.381-390. ⟨10.1007/s12243-009-0091-4⟩

Article dans une revue istex inria-00567877v1
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Report from the first international workshop on computer vision meets databases (CVDB 2004)

Laurent Amsaleg , Björn Þór Jónsson , Vincent Oria

SIGMOD record, 2005, ⟨10.1145/1058150.1058163⟩

Article dans une revue inria-00175410v1

Robust Object Recognition in Images and the Related Database Problems

Laurent Amsaleg , Patrick Gros , Sid-Ahmed Berrani

Multimedia Tools and Applications, 2004, 23 (3), pp.221-235. ⟨10.1023/B:MTAP.0000031758.46389.00⟩

Article dans une revue istex inria-00568538v1

Recherche approximative de plus proches voisins

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros

Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2003, 22 (9), pp.1201-1230. ⟨10.3166/tsi.22.1201-1230⟩

Article dans une revue istex inria-00604073v1

Recherche par similarités dans les bases de données multidimensionnelles : panorama des techniques d'indexation

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros

Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2002, 7 (5-6), pp.9-44. ⟨10.3166/isi.7.5-6.9-44⟩

Article dans une revue istex inria-00604464v1

Content-based retrieval using local descriptors: problems and issues from a database perspective

Laurent Amsaleg , Patrick Gros

Pattern Analysis and Applications, 2001, 4 (2-3), pp.108-124. ⟨10.1007/s100440170011⟩

Article dans une revue istex inria-00568567v1

18th International Conference on Similarity Search and Applications

Giuseppe Amato , Vladimir Mic , Agma Traina , Nicola Messina , Laurent Amsaleg et al.

SISAP 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⟩

Proceedings/Recueil des communications hal-05315331v1

Proceedings of the 27th ACM International Conference on Multimedia

Laurent Amsaleg , Benoit Huet , Martha Larson , Guillaume Gravier , Hayley Hung et al.

Laurent 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⟩

Proceedings/Recueil des communications hal-02378803v1

Proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, Reykjavik, Iceland, January 4-6, 2017

Laurent Amsaleg , Gylfi Þór Guðmundsson , Cathal Gurrin , Björn Thór Jónsson , Shin'Ichi Satoh

Laurent 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⟩

Proceedings/Recueil des communications hal-01430555v1

9th International Conference on Similarity Search and Applications

Laurent Amsaleg , Michael E. Houle , Erich Schubert

SISAP -- 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⟩

Proceedings/Recueil des communications hal-01391426v1

Deep Neural Network Attacks and Defense: The Case of Image Classification

Hanwei Zhang , Teddy Furon , Laurent Amsaleg , Yannis Avrithis

Multimedia Security 1, 1, Wiley, 2022, Multimedia Security 1: Authentication and Data Hiding, 9781789450262. ⟨10.1002/9781119901808.ch2⟩

Chapitre d'ouvrage hal-03852749v1

Attaques et défenses de réseaux de neurones profonds : le cas de la classification d'images

Hanwei Zhang , Teddy Furon , Laurent Amsaleg , Yannis Avrithis

ISTE. Sécurité multimédia 1. Authentification et insertion de données cachées, 2021, 978-1-78949-026-8

Chapitre d'ouvrage hal-03430025v1
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Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Thor Jónsson , Michael J Franklin

[Research Report] Inria Rennes Bretagne Atlantique; Reykjavik University; UC Berkeley. 2016

Rapport (rapport de recherche) hal-01416089v1

A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval

Li Weng , Laurent Amsaleg , Stéphane Marchand-Maillet , April Morton

[Technical Report] 14.01, 2014

Rapport (rapport technique) hal-01059560v1
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Impact of Storage Technology on Cluster-Based High-Dimensional Indexing

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson

[Research Report] RR-7681, INRIA. 2011

Rapport (rapport de recherche) inria-00610446v1
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Improving the Efficiency of Traditional DTW Accelerators

Romain Tavenard , Laurent Amsaleg

[Research Report] 2011, pp.19

Rapport (rapport de recherche) hal-00639215v3
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A Large-Scale Performance Study of Cluster-Based High-Dimensional Indexing

Gylfi Thór Gudmundsson , Björn Thór Jónsson , Laurent Amsaleg

[Research Report] RR-7307, INRIA. 2010

Rapport (rapport de recherche) inria-00489816v1
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Balancing clusters to reduce response time variability in large scale image search

Romain Tavenard , Laurent Amsaleg , Hervé Jégou

[Research Report] RR-7387, INRIA. 2010

Rapport (rapport de recherche) inria-00519490v1
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Understanding the Security and Robustness of SIFT

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg

[Research Report] RR-7280, INRIA. 2010

Rapport (rapport de recherche) inria-00482502v1
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Challenging the Security of CBIR Systems

Ewa Kijak , Teddy Furon , Laurent Amsaleg

[Research Report] RR-7153, INRIA. 2009, pp.26

Rapport (rapport de recherche) inria-00441816v1
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Portable Runtime Support and Exploitation of Nested Parallelism in OpenMP

Panagiotis E. Hadjidoukas , Laurent Amsaleg

[Research Report] RR-5307, INRIA. 2004, pp.12

Rapport (rapport de recherche) inria-00070693v1
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The Quality vs. Time Trade-off for Approximate Image Descriptor Search

Rut Sigurðardóttir , Hlynur Hauksson , Björn Pór Jónsson , Laurent Amsaleg

[Research Report] RR-5382, INRIA. 2004, pp.19

Rapport (rapport de recherche) inria-00070621v1
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Approximate k-Nearest-Neighbor Searches: A New Algorithm with Probabilistic Control of the Precision

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros

[Research Report] RR-4675, INRIA. 2002

Rapport (rapport de recherche) inria-00071910v1
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Controlling the Precision of Approximate Fast Nearest-Neighbor Searches

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros

[Research Report] RR-4423, INRIA. 2002

Rapport (rapport de recherche) inria-00072165v1
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Mise en base d'images indexées par des descripteurs locaux : problèmes et perspectives

Laurent Amsaleg , Patrick Gros , Rim Mezhoud

[Rapport de recherche] RR-3903, INRIA. 2000

Rapport (rapport de recherche) inria-00072751v1
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A Robust Technique to Recognize Objects in Images, and the DB Problems it Raises

Laurent Amsaleg , Patrick Gros

[Research Report] RR-4081, INRIA. 2000

Rapport (rapport de recherche) inria-00072552v1
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Dynamic Query Operator Scheduling for Wide-Area Remote Access

Laurent Amsaleg , M. Franklin , Anthony Tomasic

[Research Report] RR-3283, INRIA. 1997

Rapport (rapport de recherche) inria-00073405v1
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Efficient Incremental Garbage Collection for Workstation/Server Database Systems

Laurent Amsaleg , Olivier Gruber , Michael Franklin

[Research Report] RR-2409, INRIA. 1994

Rapport (rapport de recherche) inria-00074266v1
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Object grouping in EOS

Olivier Gruber , Laurent Amsaleg

[Research Report] RR-1686, INRIA. 1992

Rapport (rapport de recherche) inria-00076910v1
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EOS, an environnement for object-based systems

Olivier Gruber , Laurent Amsaleg , Laurent Daynes , Patrick Valduriez

[Research Report] RR-1499, INRIA. 1991

Rapport (rapport de recherche) inria-00075063v1
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A Database Perspective on Large Scale High-Dimensional Indexing

Laurent Amsaleg

Data Structures and Algorithms [cs.DS]. Université Rennes 1, 2014

HDR tel-01097210v1