Laurent Amsaleg

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 54

Top Venues

CoRR

SISAP

MMM (2)

IEEE Trans. Inf. Forensics Secur.

Publications

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples. NeurIPS (2023)
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples. CoRR (2023)
Zhengyu Zhao, Hanwei Zhang, Renjue Li, Ronan Sicre, Laurent Amsaleg, Michael Backes, Qi Li, Chao Shen
Revisiting Transferable Adversarial Image Examples: Attack Categorization, Evaluation Guidelines, and New Insights. CoRR (2023)
Marzieh Gheisari, Javad Amirian, Teddy Furon, Laurent Amsaleg
AggNet: Learning to Aggregate Faces for Group Membership Verification. CoRR (2022)
Vanessa Peña Araya, Tong Xue, Emmanuel Pietriga, Laurent Amsaleg, Anastasia Bezerianos
HyperStorylines: Interactively untangling dynamic hypergraphs. Inf. Vis. 21 (1) (2022)
Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru
Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis. CoRR (2022)
Zhengyu Zhao, Hanwei Zhang, Renjue Li, Ronan Sicre, Laurent Amsaleg, Michael Backes
Towards Good Practices in Evaluating Transfer Adversarial Attacks. CoRR (2022)
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
Teach me how to Interpolate a Myriad of Embeddings. CoRR (2022)
Shashanka Venkataramanan, Bill Psomas, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos, Yannis Avrithis
It Takes Two to Tango: Mixup for Deep Metric Learning. ICLR (2022)
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
AlignMixup: Improving Representations By Interpolating Aligned Features. CVPR (2022)
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg
Patch Replacement: A Transformation-based Method to Improve Robustness against Adversarial Attacks. Trustworthy AI @ ACM Multimedia (2021)
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg
Walking on the Edge: Fast, Low-Distortion Adversarial Examples. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Laurent Amsaleg, James Bailey, Amélie Barbe, Sarah M. Erfani, Teddy Furon, Michael E. Houle, Milos Radovanovic, Xuan Vinh Nguyen
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Shashanka Venkataramanan, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg
AlignMix: Improving representation by interpolating aligned features. CoRR (2021)
Shashanka Venkataramanan, Bill Psomas, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos
It Takes Two to Tango: Mixup for Deep Metric Learning. CoRR (2021)
Zhuoran Liu, Zhengyu Zhao, Martha A. Larson, Laurent Amsaleg
Pixel Privacy: Quality Camouflage for Social Images. MediaEval (2020)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Joint Learning of Assignment and Representation for Biometric Group Membership. ICASSP (2020)
Omar Shahbaz Khan, Björn Þór Jónsson, Stevan Rudinac, Jan Zahálka, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Gylfi Þór Guðmundsson, Laurent Amsaleg, Marcel Worring
Interactive Learning for Multimedia at Large. ECIR (1) (2020)
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg
Smooth adversarial examples. EURASIP J. Inf. Secur. 2020 (2020)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Joint Learning of Assignment and Representation for Biometric Group Membership. CoRR (2020)
Laurent Amsaleg, Stéphane Marchand-Maillet
Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). Inf. Syst. 87 (2020)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Group Membership Verification with Privacy: Sparse or Dense? CoRR (2020)
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg
Smooth Adversarial Examples. CoRR (2019)
Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Omar Shahbaz Khan, Björn Þór Jónsson, Gylfi Þór Guðmundsson, Jan Zahálka, Stevan Rudinac, Laurent Amsaleg, Marcel Worring
Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images. ACM Multimedia (2019)
Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru
Intrinsic Dimensionality Estimation within Tight Localities. SDM (2019)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy
Aggregation and Embedding for Group Membership Verification. ICASSP (2019)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Group Membership Verification with Privacy: Sparse or Dense? WIFS (2019)
Antoine Perquin, Gwénolé Lecorvé, Damien Lolive, Laurent Amsaleg
Évaluation objective de plongements pour la synthèse de parole guidée par réseaux de neurones (Objective evaluation of embeddings for speech synthesis guided by neural networks). PFIA (Articles courts) (2019)
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg
Walking on the Edge: Fast, Low-Distortion Adversarial Examples. CoRR (2019)
Snorri Gíslason, Björn Þór Jónsson, Laurent Amsaleg
Integration of Exploration and Search: A Case Study of the M ^3 3 Model. MMM (1) (2019)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Privacy Preserving Group Membership Verification and Identification. CoRR (2019)
Björn Þór Jónsson, Omar Shahbaz Khan, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Jan Zahálka, Stevan Rudinac, Gylfi Þór Guðmundsson, Laurent Amsaleg, Marcel Worring
Exquisitor: Interactive Learning at Large. CoRR (2019)
Laurent Amsaleg, Michael E. Houle, Erich Schubert
Introduction to Special Issue of the 9th International Conference on Similarity Search and Applications (SISAP 2016). Inf. Syst. 80 (2019)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Privacy Preserving Group Membership Verification and Identification. CVPR Workshops (2019)
Ricardo C. Sperandio, Simon Malinowski, Laurent Amsaleg, Romain Tavenard
Time Series Retrieval Using DTW-Preserving Shapelets. SISAP (2018)
Gylfi Þór Gudmundsson, Björn Þór Jónsson, Laurent Amsaleg, Michael J. Franklin
Prototyping a Web-Scale Multimedia Retrieval Service Using Spark. ACM Trans. Multim. Comput. Commun. Appl. 14 (3s) (2018)
Laurent Amsaleg, Cathal Gurrin, Björn Þór Jónsson, Shin'ichi Satoh
Introduction to Special Issue of the 23rd International Conference on Multimedia Modeling (MMM 2017). Multim. Tools Appl. 77 (22) (2018)
Laurent Amsaleg, Björn Þór Jónsson, Herwig Lejsek
Scalability of the NV-tree: Three Experiments. SISAP (2018)
Antoine Perquin, Gwénolé Lecorvé, Damien Lolive, Laurent Amsaleg
Phone-Level Embeddings for Unit Selection Speech Synthesis. SLSP (2018)
Herwig Lejsek, Friðrik Heiðar Ásmundsson, Björn Þór Jónsson, Laurent Amsaleg
Transactional Support for Visual Instance Search. SISAP (2018)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy
Aggregation and Embedding for Group Membership Verification. CoRR (2018)
Herwig Lejsek, Björn Þór Jónsson, Laurent Amsaleg, Friðrik Heiðar Ásmundsson
Dynamicity and Durability in Scalable Visual Instance Search. CoRR (2018)
Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken-ichi Kawarabayashi, Michael Nett
Extreme-value-theoretic estimation of local intrinsic dimensionality. Data Min. Knowl. Discov. 32 (6) (2018)
Gylfi Þór Guðmundsson, Laurent Amsaleg, Björn Þór Jónsson, Michael J. Franklin
Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark. MMSys (2017)
Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, Peter Knees
On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. SISAP (2017)
Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah M. Erfani, Michael E. Houle, Vinh Nguyen, Milos Radovanovic
The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. WIFS (2017)
Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg
Learning DTW-Preserving Shapelets. IDA (2017)
Björn Þór Jónsson, Laurent Amsaleg, Herwig Lejsek
SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes. ICMR (2016)
Björn Þór Jónsson, Marcel Worring, Jan Zahálka, Stevan Rudinac, Laurent Amsaleg
Ten Research Questions for Scalable Multimedia Analytics. MMM (2) (2016)
Henrique Batista da Silva, Zenilton K. G. do Patrocínio, Guillaume Gravier, Laurent Amsaleg, Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães
Near-duplicate video detection based on an approximate similarity self-join strategy. CBMI (2016)
Raghavendran Balu, Teddy Furon, Laurent Amsaleg
Sketching Techniques for Very Large Matrix Factorization. ECIR (2016)
Guillaume Gravier, Martin Ragot, Laurent Amsaleg, Rémi Bois, Grégoire Jadi, Eric Jamet, Laura Monceaux, Pascale Sébillot
Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals. MMM (2) (2016)
Li Weng, Laurent Amsaleg, Teddy Furon
Privacy-Preserving Outsourced Media Search. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Ahmet Iscen, Laurent Amsaleg, Teddy Furon
Scaling Group Testing Similarity Search. ICMR (2016)
Laurent Amsaleg, Michael E. Houle, Vincent Oria, Arthur Zimek
Dimensionality and Scalability II: Hands-On Intrinsic Dimensionality (NII Shonan Meeting 2015-9). NII Shonan Meet. Rep. 2015 (2015)
Li Weng, Laurent Amsaleg, April Morton, Stéphane Marchand-Maillet
A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Trans. Inf. Forensics Secur. 10 (1) (2015)
Romain Tavenard, Laurent Amsaleg
Improving the efficiency of traditional DTW accelerators. Knowl. Inf. Syst. 42 (1) (2015)
Björn Þór Jónsson, Grímur Tómasson, Hlynur Sigurþórsson, Áslaug Eiríksdóttir, Laurent Amsaleg, Marta Kristín Lárusdóttir
A Multi-Dimensional Data Model for Personal Photo Browsing. MMM (2) (2015)
Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng, Laurent Amsaleg
Supervised Multi-scale Locality Sensitive Hashing. ICMR (2015)
Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken-ichi Kawarabayashi, Michael Nett
Estimating Local Intrinsic Dimensionality. KDD (2015)
Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou
Sequential Pattern Mining on Multimedia Data. AALTD@PKDD/ECML (2015)
Björn Þór Jónsson, Áslaug Eiríksdóttir, Ólafur Waage, Grímur Tómasson, Hlynur Sigurþórsson, Laurent Amsaleg
M3 + P3 + O3 = Multi-D Photo Browsing. MMM (2) (2014)
Agni Delvinioti, Hervé Jégou, Laurent Amsaleg, Michael E. Houle
Image Retrieval with Reciprocal and Shared Nearest Neighbors. VISAPP (2) (2014)
Benjamin Mathon, Teddy Furon, Laurent Amsaleg, Julien Bringer
Secure and efficient approximate nearest neighbors search. IH&MMSec (2013)
Diana Moise, Denis Shestakov, Gylfi Þór Gudmundsson, Laurent Amsaleg
Indexing and searching 100M images with map-reduce. ICMR (2013)
Diana Moise, Denis Shestakov, Gylfi Þór Gudmundsson, Laurent Amsaleg
Terabyte-scale image similarity search: Experience and best practice. IEEE BigData (2013)
Denis Shestakov, Diana Moise, Gylfi Þór Gudmundsson, Laurent Amsaleg
Scalable high-dimensional indexing with Hadoop. CBMI (2013)
Teddy Furon, Hervé Jégou, Laurent Amsaleg, Benjamin Mathon
Fast and secure similarity search in high dimensional space. WIFS (2013)
Gylfi Þór Gudmundsson, Laurent Amsaleg, Björn Þór Jónsson
Distributed high-dimensional index creation using Hadoop, HDFS and C++. CBMI (2012)
Thanh-Toan Do, Ewa Kijak, Laurent Amsaleg, Teddy Furon
Enlarging hacker's toolbox: Deluding image recognition by attacking keypoint orientations. ICASSP (2012)
Thanh-Toan Do, Ewa Kijak, Laurent Amsaleg, Teddy Furon
Security-oriented picture-in-picture visual modifications. ICMR (2012)
Gylfi Þór Gudmundsson, Laurent Amsaleg, Björn Þór Jónsson
Impact of Storage Technology on the Efficiency of Cluster-Based High-Dimensional Index Creation. DASFAA Workshops (2012)
Grímur Tómasson, Gisli Kristjan Olafsson, Hlynur Sigurþórsson, Björn Þór Jónsson, Kristjan Runarsson, Laurent Amsaleg
Using PhotoCube as an extensible demonstration platform for advanced image analysis techniques. CBMI (2012)
Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg
Searching in one billion vectors: re-rank with source coding CoRR (2011)
Herwig Lejsek, Björn Þór Jónsson, Laurent Amsaleg
NV-Tree: nearest neighbors at the billion scale. ICMR (2011)
Grímur Tómasson, Hlynur Sigurþórsson, Björn Þór Jónsson, Laurent Amsaleg
PhotoCube: effective and efficient multi-dimensional browsing of personal photo collections. ICMR (2011)
Arnar Ólafsson, Björn Þór Jónsson, Laurent Amsaleg, Herwig Lejsek
Dynamic behavior of balanced NV-trees. Multim. Syst. 17 (2) (2011)
Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg
Searching in one billion vectors: Re-rank with source coding. ICASSP (2011)
Romain Tavenard, Hervé Jégou, Laurent Amsaleg
Balancing clusters to reduce response time variability in large scale image search. CBMI (2011)
Thanh-Toan Do, Ewa Kijak, Teddy Furon, Laurent Amsaleg
Challenging the security of Content-Based Image Retrieval systems. MMSP (2010)
Vincent Claveau, Romain Tavenard, Laurent Amsaleg
Vectorisation des processus d'appariement document-requête. CORIA (2010)
Panagiotis E. Hadjidoukas, Laurent Amsaleg
Nested OpenMP Parallelization of a Hierarchical Data Clustering Algorithm. Parallel Process. Lett. 20 (2) (2010)
Thanh-Toan Do, Ewa Kijak, Teddy Furon, Laurent Amsaleg
Understanding the security and robustness of SIFT. ACM Multimedia (2010)
Thanh-Toan Do, Ewa Kijak, Teddy Furon, Laurent Amsaleg
Deluding image recognition in sift-based cbir systems. MiFor@MM (2010)
Romain Tavenard, Laurent Amsaleg, Hervé Jégou
Balancing clusters to reduce response time variability in large scale image search CoRR (2010)
Herwig Lejsek, Hrönn Þormóðsdóttir, Friðrik Heiðar Ásmundsson, Kristleifur Daðason, Ársæll Þór Jóhannsson, Björn Þór Jónsson, Laurent Amsaleg
Videntifier" Forensic: large-scale video identification in practice. MiFor@MM (2010)
Loïc Paulevé, Hervé Jégou, Laurent Amsaleg
Locality sensitive hashing: A comparison of hash function types and querying mechanisms. Pattern Recognit. Lett. 31 (11) (2010)
Kristleifur Daðason, Herwig Lejsek, Ársæll Þór Jóhannsson, Björn Þór Jónsson, Laurent Amsaleg
descriptors using CUDA. ACM Multimedia (2010)
Herwig Lejsek, Friðrik Heiðar Ásmundsson, Björn Þór Jónsson, Laurent Amsaleg
NV-Tree: An Efficient Disk-Based Index for Approximate Search in Very Large High-Dimensional Collections. IEEE Trans. Pattern Anal. Mach. Intell. 31 (5) (2009)
Herwig Lejsek, Ársæll Þór Jóhannsson, Friðrik Heiðar Ásmundsson, Björn Þór Jónsson, Kristleifur Daðason, Laurent Amsaleg
Videntifier™ forensic: a new law enforcement service for automatic identification of illegal video material. MiFor@MM (2009)
Matthijs Douze, Hervé Jégou, Harsimrat Sandhawalia, Laurent Amsaleg, Cordelia Schmid
Evaluation of GIST descriptors for web-scale image search. CIVR (2009)
Friðrik Heiðar Ásmundsson, Herwig Lejsek, Kristleifur Daðason, Björn Þór Jónsson, Laurent Amsaleg
forensic: robust and efficient detection of illegal multimedia. ACM Multimedia (2009)
Romain Tavenard, Laurent Amsaleg, Guillaume Gravier
Model-based similarity estimation of multidimensional temporal sequences. Ann. des Télécommunications 64 (5-6) (2009)
Laurent Amsaleg, Björn Þór Jónsson, Vincent Oria
Report from the Third International Workshop on Computer Vision Meets Databases (CVDB 2007). SIGMOD Rec. 37 (1) (2008)
Hervé Jégou, Laurent Amsaleg, Cordelia Schmid, Patrick Gros
Query adaptative locality sensitive hashing. ICASSP (2008)
Arnar Ólafsson, Björn Þór Jónsson, Laurent Amsaleg
Dynamic behavior of balanced NV-trees. CBMI (2008)
Laurent Amsaleg, Björn Þór Jónsson, Vincent Oria
Introduction to special issue on Computer Vision meets Databases. Multim. Tools Appl. 38 (2) (2008)
Harald Kosch, Laurent Amsaleg, Eric J. Pauwels, Björn Þór Jónsson
Topic 11 Distributed and High-Performance Multimedia. Euro-Par (2007)
Björn Þór Jónsson, Herwig Lejsek, Laurent Amsaleg
Project: Towards Efficient and Effective Support for Large-Scale High-Dimensional Indexing. CBMI (2007)
Romain Tavenard, Laurent Amsaleg, Guillaume Gravier
Estimation de similarité entre séquences de descripteurs à l'aide de machines à vecteurs supports. BDA (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laurent Amsaleg