Hervé Jégou

According to our database, Hervé Jégou authored at least 145 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The Faiss library.

Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou

CoRR, 2024

2023

ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training.

Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Image Compression with Product Quantized Masked Image Modeling.

Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou

Trans. Mach. Learn. Res., 2023

DINOv2: Learning Robust Visual Features without Supervision.

Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski

CoRR, 2023

Birth of a Transformer: A Memory Viewpoint.

Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models.

Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich, Hervé Jégou, Jakob Verbeek

Proceedings of the International Conference on Machine Learning, 2023

Active Image Indexing.

Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Stable Signature: Rooting Watermarks in Latent Diffusion Models.

Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Variable Rate Allocation for Vector-Quantized Autoencoders.

Federico Baldassarre, Alaaeldin El-Nouby, Hervé Jégou

Proceedings of the IEEE International Conference on Acoustics, 2023

Co-training 2L Submodels for Visual Recognition.

Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Co-training 2^L Submodels for Visual Recognition.

Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou

CoRR, 2022

Nearest Neighbor Search with Compact Codes: A Decoder Perspective.

Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Watermarking Images in Self-Supervised Latent Spaces.

Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze

Proceedings of the IEEE International Conference on Acoustics, 2022

DeiT III: Revenge of the ViT.

Hugo Touvron, Matthieu Cord, Hervé Jégou

Proceedings of the Computer Vision, 2022

Three Things Everyone Should Know About Vision Transformers.

Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou

Proceedings of the Computer Vision, 2022

2021

Billion-Scale Similarity Search with GPUs.

Jeff Johnson, Matthijs Douze, Hervé Jégou

IEEE Trans. Big Data, 2021

Augmenting Convolutional networks with attention-based aggregation.

Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou

CoRR, 2021

Are Large-scale Datasets Necessary for Self-Supervised Pre-training?

Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jégou, Edouard Grave

CoRR, 2021

ResNet strikes back: An improved training procedure in timm.

Ross Wightman, Hugo Touvron, Hervé Jégou

CoRR, 2021

XCiT: Cross-Covariance Image Transformers.

Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

CoRR, 2021

ResMLP: Feedforward networks for image classification with data-efficient training.

Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

CoRR, 2021

Training Vision Transformers for Image Retrieval.

Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou

CoRR, 2021

XCiT: Cross-Covariance Image Transformers.

Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Training data-efficient image transformers & distillation through attention.

Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the 38th International Conference on Machine Learning, 2021

Training with Quantization Noise for Extreme Model Compression.

Pierre Stock, Angela Fan, Benjamin Graham, Edouard Grave, Rémi Gribonval, Hervé Jégou, Armand Joulin

Proceedings of the 9th International Conference on Learning Representations, 2021

Grafit: Learning fine-grained image representations with coarse labels.

Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Going deeper with Image Transformers.

Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference.

Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Emerging Properties in Self-Supervised Vision Transformers.

Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Gradient-based Adversarial Attacks against Text Transformers.

Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Powers of layers for image-to-image translation.

Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou

CoRR, 2020

Fixing the train-test resolution discrepancy: FixEfficientNet.

Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou

CoRR, 2020

Radioactive data: tracing through training.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 37th International Conference on Machine Learning, 2020

And the Bit Goes Down: Revisiting the Quantization of Neural Networks.

Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Understanding and Improving Kernel Local Descriptors.

Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum

Int. J. Comput. Vis., 2019

Augmenting Self-attention with Persistent Memory.

Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Hervé Jégou, Armand Joulin

CoRR, 2019

Billion-scale semi-supervised learning for image classification.

I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan

CoRR, 2019

MultiGrain: a unified image embedding for classes and instances.

Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze

CoRR, 2019

Fixing the train-test resolution discrepancy.

Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Large Memory Layers with Product Keys.

Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Hervé Jégou

Proceedings of the 36th International Conference on Machine Learning, 2019

Equi-normalization of Neural Networks.

Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou

Proceedings of the 7th International Conference on Learning Representations, 2019

Spreading vectors for similarity search.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Memory Vectors for Similarity Search in High-Dimensional Spaces.

Ahmet Iscen, Teddy Furon, Vincent Gripon, Michael G. Rabbat, Hervé Jégou

IEEE Trans. Big Data, 2018

Déjà Vu: an empirical evaluation of the memorization properties of ConvNets.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

CoRR, 2018

A neural network catalyzer for multi-dimensional similarity search.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

CoRR, 2018

Word translation without parallel data.

Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou

Proceedings of the 6th International Conference on Learning Representations, 2018

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion.

Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Hervé Jégou, Edouard Grave

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Link and Code: Fast Indexing With Graphs and Compact Regression Codes.

Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Low-Shot Learning With Large-Scale Diffusion.

Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers.

Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Efficient similarity search.

Hervé Jégou

Proceedings of the Frontiers of Multimedia Research, 2018

2017

Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding.

Jingkuan Song, Hervé Jégou, Cees Snoek, Qi Tian, Nicu Sebe

IEEE Trans. Multim., 2017

Interferences in Match Kernels.

Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels.

Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek

Int. J. Comput. Vis., 2017

An Evaluation of Large-scale Methods for Image Instance and Class Discovery.

Matthijs Douze, Hervé Jégou, Jeff Johnson

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Efficient softmax approximation for GPUs.

Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou

Proceedings of the 34th International Conference on Machine Learning, 2017

How should we evaluate supervised hashing?

Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.

Giorgos Tolias, Yannis Avrithis, Hervé Jégou

Int. J. Comput. Vis., 2016

Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.

Giorgos Tolias, Yannis Avrithis, Hervé Jégou

Int. J. Comput. Vis., 2016

Circulant Temporal Encoding for Video Retrieval and Temporal Alignment.

Matthijs Douze, Jérôme Revaud, Jakob Verbeek, Hervé Jégou, Cordelia Schmid

Int. J. Comput. Vis., 2016

Particular object retrieval with integral max-pooling of CNN activations.

Giorgos Tolias, Ronan Sicre, Hervé Jégou

Proceedings of the 4th International Conference on Learning Representations, 2016

FastText.zip: Compressing text classification models.

Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov

CoRR, 2016

Approximate Search with Quantized Sparse Representations.

Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou

Proceedings of the Computer Vision - ECCV 2016, 2016

Polysemous Codes.

Matthijs Douze, Hervé Jégou, Florent Perronnin

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification.

Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou

IEEE Trans. Image Process., 2015

Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels.

Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez, Hervé Jégou

J. Math. Imaging Vis., 2015

Improved Motion Description for Action Classification.

Mihir Jain, Hervé Jégou, Patrick Bouthemy

Frontiers ICT, 2015

Rotation and translation covariant match kernels for image retrieval.

Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou

Comput. Vis. Image Underst., 2015

Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version.

Filip Radenovic, Hervé Jégou, Ondrej Chum

CoRR, 2015

Temporal Matching Kernel with Explicit Feature Maps.

Sébastien Poullot, Shunsuke Tsukatani, Phuong Anh Nguyen, Hervé Jégou, Shin'ichi Satoh

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Memory Vectors for Particular Object Retrieval with Multiple Queries.

Ronan Sicre, Hervé Jégou

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors.

Filip Radenovic, Hervé Jégou, Ondrej Chum

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Kernel Local Descriptors with Implicit Rotation Matching.

Andrei Bursuc, Giorgos Tolias, Hervé Jégou

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Early burst detection for memory-efficient image retrieval.

Miaojing Shi, Yannis Avrithis, Hervé Jégou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Revisiting the Fisher vector for fine-grained classification.

Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin

Pattern Recognit. Lett., 2014

Visual query expansion with or without geometry: Refining local descriptors by feature aggregation.

Giorgos Tolias, Hervé Jégou

Pattern Recognit., 2014

Image Retrieval with Reciprocal and Shared Nearest Neighbors.

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

Proceedings of the VISAPP 2014, 2014

A Group Testing Framework for Similarity Search in High-dimensional Spaces.

Miaojing Shi, Teddy Furon, Hervé Jégou

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

The Yael Library.

Matthijs Douze, Hervé Jégou

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Instance classification with prototype selection.

Josip Krapac, Florent Perronnin, Teddy Furon, Hervé Jégou

Proceedings of the International Conference on Multimedia Retrieval, 2014

Beyond "project and sign" for cosine estimation with binary codes.

Raghavendran Balu, Teddy Furon, Hervé Jégou

Proceedings of the IEEE International Conference on Acoustics, 2014

Orientation Covariant Aggregation of Local Descriptors with Embeddings.

Giorgos Tolias, Teddy Furon, Hervé Jégou

Proceedings of the Computer Vision - ECCV 2014, 2014

Triangulation Embedding and Democratic Aggregation for Image Search.

Hervé Jégou, Andrew Zisserman

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Action Localization with Tubelets from Motion.

Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Fast and secure similarity search in high dimensional space.

Teddy Furon, Hervé Jégou, Laurent Amsaleg, Benjamin Mathon

Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Sim-min-hash: an efficient matching technique for linking large image collections.

Wan-Lei Zhao, Hervé Jégou, Guillaume Gravier

Proceedings of the ACM Multimedia Conference, 2013

Revisiting the VLAD image representation.

Jonathan Delhumeau, Philippe Henri Gosselin, Hervé Jégou, Patrick Pérez

Proceedings of the ACM Multimedia Conference, 2013

Retrieving geo-location of videos with a divide & conquer hierarchical multimodal approach.

Michele Trevisiol, Hervé Jégou, Jonathan Delhumeau, Guillaume Gravier

Proceedings of the International Conference on Multimedia Retrieval, 2013

Query-Adaptive Asymmetrical Dissimilarities for Visual Object Retrieval.

Cai-Zhi Zhu, Hervé Jégou, Shin'ichi Satoh

Proceedings of the IEEE International Conference on Computer Vision, 2013

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search.

Giorgos Tolias, Yannis Avrithis, Hervé Jégou

Proceedings of the IEEE International Conference on Computer Vision, 2013

Stable Hyper-pooling and Query Expansion for Event Detection.

Matthijs Douze, Jérôme Revaud, Cordelia Schmid, Hervé Jégou

Proceedings of the IEEE International Conference on Computer Vision, 2013

Event Retrieval in Large Video Collections with Circulant Temporal Encoding.

Jérôme Revaud, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Better Exploiting Motion for Better Action Recognition.

Mihir Jain, Hervé Jégou, Patrick Bouthemy

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Oriented pooling for dense and non-dense rotation-invariant features.

Wan-Lei Zhao, Guillaume Gravier, Hervé Jégou

Proceedings of the British Machine Vision Conference, 2013

2012

Aggregating Local Image Descriptors into Compact Codes.

Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Quaero at TRECVID 2012: Semantic Indexing.

Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Jonathan Delhumeau, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.

Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Hamming embedding similarity-based image classification.

Mihir Jain, Rachid Benmokhtar, Hervé Jégou, Patrick Gros

Proceedings of the International Conference on Multimedia Retrieval, 2012

Anti-sparse coding for approximate nearest neighbor search.

Hervé Jégou, Teddy Furon, Jean-Jacques Fuchs

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

BABAZ: A large scale audio search system for video copy detection.

Hervé Jégou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier, Patrick Gros

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing.

Jiangbo Yuan, Guillaume Gravier, Sébastien Campion, Xiuwen Liu, Hervé Jégou

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening.

Hervé Jégou, Ondrej Chum

Proceedings of the Computer Vision - ECCV 2012, 2012

Large-scale and larger-scale image search.

Hervé Jégou

Proceedings of the British Machine Vision Conference, 2012

2011

Product Quantization for Nearest Neighbor Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Quaero at TRECVID 2011: Semantic Indexing and Multimedia Event Detection.

Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search.

Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

INRIA @TRECVID 2011: Copy Detection & Multimedia Event Detection.

Mohamed Ayari, Jonathan Delhumeau, Matthijs Douze, Hervé Jégou, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jiangbo Yuan

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Bag-of-colors for improved image search.

Christian Wengert, Matthijs Douze, Hervé Jégou

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Asymmetric hamming embedding: taking the best of our bits for large scale image search.

Mihir Jain, Hervé Jégou, Patrick Gros

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Searching in one billion vectors: Re-rank with source coding.

Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg

Proceedings of the IEEE International Conference on Acoustics, 2011

Reconstructing an image from its local descriptors.

Philippe Weinzaepfel, Hervé Jégou, Patrick Pérez

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Balancing clusters to reduce response time variability in large scale image search.

Romain Tavenard, Hervé Jégou, Laurent Amsaleg

Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010

An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering.

Matthijs Douze, Hervé Jégou, Cordelia Schmid

IEEE Trans. Multim., 2010

Locality sensitive hashing: A comparison of hash function types and querying mechanisms.

Loïc Paulevé, Hervé Jégou, Laurent Amsaleg

Pattern Recognit. Lett., 2010

Accurate Image Search Using the Contextual Dissimilarity Measure.

Hervé Jégou, Cordelia Schmid, Hedi Harzallah, Jakob Verbeek

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Improving Bag-of-Features for Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Int. J. Comput. Vis., 2010

INRIA LEAR-TEXMEX: Video Copy Detection Task.

Hervé Jégou, Patrick Gros, Matthijs Douze, Cordelia Schmid, Guillaume Gravier

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search.

David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Searching with expectations.

Harsimrat Sandhawalia, Hervé Jégou

Proceedings of the IEEE International Conference on Acoustics, 2010

Compact Video Description for Copy Detection with Precise Temporal Alignment.

Matthijs Douze, Hervé Jégou, Cordelia Schmid, Patrick Pérez

Proceedings of the Computer Vision, 2010

Aggregating local descriptors into a compact image representation.

Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Computation of posterior marginals on aggregated state models for soft source decoding.

Simon Malinowski, Hervé Jégou, Christine Guillemot

IEEE Trans. Commun., 2009

IRIM at TRECVID 2009 : High Level Feature Extraction.

Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Packing bag-of-features.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

On the burstiness of visual elements.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Evaluation of GIST descriptors for web-scale image search.

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

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes.

Simon Malinowski, Hervé Jégou, Christine Guillemot

EURASIP J. Adv. Signal Process., 2008

INRIA-LEAR'S Video Copy Detection System.

Matthijs Douze, Adrien Gaidon, Hervé Jégou, Marcin Marszalek, Cordelia Schmid

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Query adaptative locality sensitive hashing.

Hervé Jégou, Laurent Amsaleg, Cordelia Schmid, Patrick Gros

Proceedings of the IEEE International Conference on Acoustics, 2008

Recent Advances in Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the Emerging Trends in Visual Computing, 2008

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the Computer Vision, 2008

2007

Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes.

Simon Malinowski, Hervé Jégou, Christine Guillemot

IEEE Trans. Inf. Theory, 2007

Entropy Coding With Variable-Length Rewriting Systems.

Hervé Jégou, Christine Guillemot

IEEE Trans. Commun., 2007

A contextual dissimilarity measure for accurate and efficient image search.

Hervé Jégou, Hedi Harzallah, Cordelia Schmid

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Error-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms.

Hervé Jégou, Christine Guillemot

IEEE Trans. Signal Process., 2006

Progressive and Error-Resilient Transmission Strategies for VLC Encoded Signals over Noisy Channels.

Hervé Jégou, Christine Guillemot

EURASIP J. Adv. Signal Process., 2006

Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint.

Simon Malinowski, Hervé Jégou, Christine Guillemot

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005

Robust codes and joint source-channel codes for multimedia transmission over mobile channels. (Codes robustes et codes joints source-canal pour transmission multimédia sur canaux mobiles).

Hervé Jégou

PhD thesis, 2005

Robust multiplexed codes for compression of heterogeneous data.

Hervé Jégou, Christine Guillemot

IEEE Trans. Inf. Theory, 2005

Entropy coding with variable length re-writing systems.

Hervé Jégou, Christine Guillemot

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004

First-order multiplexed source codes for error-resilient entropy coding.

Hervé Jégou, Christine Guillemot

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Suffix-constrained codes for progressive and robust data compression: Self-multiplexed codes.

Hervé Jégou, Christine Guillemot

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Source multiplexed codes for error-prone channels.

Hervé Jégou, Christine Guillemot

Proceedings of IEEE International Conference on Communications, 2003

Error-resilient binary multiplexed source codes.

Hervé Jégou, Christine Guillemot

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003