Error-resilient binary multiplexed source codes. - Hervé Jégou; Christine Guillemot (ICASSP (4), 2003)

Source multiplexed codes for error-prone channels. - Hervé Jégou; Christine Guillemot (ICC, 2003)

Suffix-constrained codes for progressive and robust data compression: Self-multiplexed codes. - Hervé Jégou; Christine Guillemot (EUSIPCO, 2004)

First-order multiplexed source codes for error-resilient entropy coding. - Hervé Jégou; Christine Guillemot (ISIT, 2004)

Entropy coding with variable length re-writing systems. - Hervé Jégou; Christine Guillemot (ISIT, 2005)

Robust multiplexed codes for compression of heterogeneous data. - Hervé Jégou; Christine Guillemot (IEEE Trans. Inf. Theory, 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 (2005)

Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint. - Simon Malinowski; Hervé Jégou; Christine Guillemot (ISIT, 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-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms. - Hervé Jégou; Christine Guillemot (IEEE Trans. Signal Process., 2006)

A contextual dissimilarity measure for accurate and efficient image search. - Hervé Jégou; Hedi Harzallah; Cordelia Schmid (CVPR, 2007)

Entropy Coding With Variable-Length Rewriting Systems. - Hervé Jégou; Christine Guillemot (IEEE Trans. Commun., 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)

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ECCV (1), 2008)

Recent Advances in Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ETVC, 2008)

Query adaptative locality sensitive hashing. - Hervé Jégou; Laurent Amsaleg; Cordelia Schmid; Patrick Gros (ICASSP, 2008)

INRIA-LEAR'S Video Copy Detection System. - Matthijs Douze; Adrien Gaidon; Hervé Jégou; Marcin Marszalek; Cordelia Schmid (TRECVID, 2008)

Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes. - Simon Malinowski; Hervé Jégou; Christine Guillemot (EURASIP J. Adv. Signal Process., 2008)

Evaluation of GIST descriptors for web-scale image search. - Matthijs Douze; Hervé Jégou; Harsimrat Sandhawalia; Laurent Amsaleg; Cordelia Schmid (CIVR, 2009)

On the burstiness of visual elements. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (CVPR, 2009)

Packing bag-of-features. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ICCV, 2009)

IRIM at TRECVID 2009 : High Level Feature Extraction. - Bertrand Delezoide; Hervé Le Borgne; Pierre-Alain Moëllic; Frédéric Precioso; Philippe Gosselin; Feng Wang 036; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; et al. (TRECVID, 2009)

Computation of posterior marginals on aggregated state models for soft source decoding. - Simon Malinowski; Hervé Jégou; Christine Guillemot (IEEE Trans. Commun., 2009)

Aggregating local descriptors into a compact image representation. - Hervé Jégou; Matthijs Douze; Cordelia Schmid; Patrick Pérez (CVPR, 2010)

Compact Video Description for Copy Detection with Precise Temporal Alignment. - Matthijs Douze; Hervé Jégou; Cordelia Schmid; Patrick Pérez (ECCV (1), 2010)

Searching with expectations. - Harsimrat Sandhawalia; Hervé Jégou (ICASSP, 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 001; Rémi Vieux; Boris Mansencal; et al. (TRECVID, 2010)

INRIA LEAR-TEXMEX: Video Copy Detection Task. - Hervé Jégou; Patrick Gros; Matthijs Douze; Cordelia Schmid; Guillaume Gravier (TRECVID, 2010)

Improving Bag-of-Features for Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (Int. J. Comput. Vis., 2010)

Accurate Image Search Using the Contextual Dissimilarity Measure. - Hervé Jégou; Cordelia Schmid; Hedi Harzallah; Jakob Verbeek (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Locality sensitive hashing: A comparison of hash function types and querying mechanisms. - Loïc Paulevé; Hervé Jégou; Laurent Amsaleg (Pattern Recognit. Lett., 2010)

An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering. - Matthijs Douze; Hervé Jégou; Cordelia Schmid (IEEE Trans. Multim., 2010)

Balancing clusters to reduce response time variability in large scale image search. - Romain Tavenard; Hervé Jégou; Laurent Amsaleg (CBMI, 2011)

Reconstructing an image from its local descriptors. - Philippe Weinzaepfel; Hervé Jégou; Patrick Pérez (CVPR, 2011)

Searching in one billion vectors: Re-rank with source coding. - Hervé Jégou; Romain Tavenard; Matthijs Douze; Laurent Amsaleg (ICASSP, 2011)

Asymmetric hamming embedding: taking the best of our bits for large scale image search. - Mihir Jain; Hervé Jégou; Patrick Gros (ACM Multimedia, 2011)

Bag-of-colors for improved image search. - Christian Wengert; Matthijs Douze; Hervé Jégou (ACM Multimedia, 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 (TRECVID, 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; et al. (TRECVID, 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 (TRECVID, 2011)

Product Quantization for Nearest Neighbor Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Large-scale and larger-scale image search. - Hervé Jégou (BMVC, 2012)

Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening. - Hervé Jégou; Ondrej Chum (ECCV (2), 2012)

Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing. - Jiangbo Yuan; Guillaume Gravier; Sébastien Campion; Xiuwen Liu; Hervé Jégou (ECCV Workshops (1), 2012)

BABAZ: A large scale audio search system for video copy detection. - Hervé Jégou; Jonathan Delhumeau; Jiangbo Yuan; Guillaume Gravier; Patrick Gros (ICASSP, 2012)

Anti-sparse coding for approximate nearest neighbor search. - Hervé Jégou; Teddy Furon; Jean-Jacques Fuchs (ICASSP, 2012)

Hamming embedding similarity-based image classification. - Mihir Jain; Rachid Benmokhtar; Hervé Jégou; Patrick Gros (ICMR, 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; et al. (TRECVID, 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 (TRECVID, 2012)

Aggregating Local Image Descriptors into Compact Codes. - Hervé Jégou; Florent Perronnin; Matthijs Douze; Jorge Sánchez 002; Patrick Pérez; Cordelia Schmid (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Oriented pooling for dense and non-dense rotation-invariant features. - Wan-Lei Zhao; Guillaume Gravier; Hervé Jégou (BMVC, 2013)

Better Exploiting Motion for Better Action Recognition. - Mihir Jain; Hervé Jégou; Patrick Bouthemy (CVPR, 2013)

Event Retrieval in Large Video Collections with Circulant Temporal Encoding. - Jérôme Revaud; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CVPR, 2013)

Stable Hyper-pooling and Query Expansion for Event Detection. - Matthijs Douze; Jérôme Revaud; Cordelia Schmid; Hervé Jégou (ICCV, 2013)

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search. - Giorgos Tolias; Yannis Avrithis; Hervé Jégou (ICCV, 2013)

Query-Adaptive Asymmetrical Dissimilarities for Visual Object Retrieval. - Cai-Zhi Zhu; Hervé Jégou; Shin'ichi Satoh 001 (ICCV, 2013)

Retrieving geo-location of videos with a divide & conquer hierarchical multimodal approach. - Michele Trevisiol; Hervé Jégou; Jonathan Delhumeau; Guillaume Gravier (ICMR, 2013)

Revisiting the VLAD image representation. - Jonathan Delhumeau; Philippe Henri Gosselin; Hervé Jégou; Patrick Pérez (ACM Multimedia, 2013)

Sim-min-hash: an efficient matching technique for linking large image collections. - Wan-Lei Zhao; Hervé Jégou; Guillaume Gravier (ACM Multimedia, 2013)

Fast and secure similarity search in high dimensional space. - Teddy Furon; Hervé Jégou; Laurent Amsaleg; Benjamin Mathon (WIFS, 2013)

Action Localization with Tubelets from Motion. - Mihir Jain; Jan C. van Gemert; Hervé Jégou; Patrick Bouthemy; Cees G. M. Snoek (CVPR, 2014)

Triangulation Embedding and Democratic Aggregation for Image Search. - Hervé Jégou; Andrew Zisserman (CVPR, 2014)

Orientation Covariant Aggregation of Local Descriptors with Embeddings. - Giorgos Tolias; Teddy Furon; Hervé Jégou (ECCV (6), 2014)

Beyond "project and sign" for cosine estimation with binary codes. - Raghavendran Balu; Teddy Furon; Hervé Jégou (ICASSP, 2014)

Instance classification with prototype selection. - Josip Krapac; Florent Perronnin; Teddy Furon; Hervé Jégou (ICMR, 2014)

The Yael Library. - Matthijs Douze; Hervé Jégou (ACM Multimedia, 2014)

A Group Testing Framework for Similarity Search in High-dimensional Spaces. - Miaojing Shi; Teddy Furon; Hervé Jégou (ACM Multimedia, 2014)

Image Retrieval with Reciprocal and Shared Nearest Neighbors. - Agni Delvinioti; Hervé Jégou; Laurent Amsaleg; Michael E. Houle (VISAPP (2), 2014)

Visual query expansion with or without geometry: Refining local descriptors by feature aggregation. - Giorgos Tolias; Hervé Jégou (Pattern Recognit., 2014)

Revisiting the Fisher vector for fine-grained classification. - Philippe Henri Gosselin; Naila Murray; Hervé Jégou; Florent Perronnin (Pattern Recognit. Lett., 2014)

Early burst detection for memory-efficient image retrieval. - Miaojing Shi; Yannis Avrithis; Hervé Jégou (CVPR, 2015)

Kernel Local Descriptors with Implicit Rotation Matching. - Andrei Bursuc; Giorgos Tolias; Hervé Jégou (ICMR, 2015)

Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors. - Filip Radenovic; Hervé Jégou; Ondrej Chum (ICMR, 2015)

Memory Vectors for Particular Object Retrieval with Multiple Queries. - Ronan Sicre; Hervé Jégou (ICMR, 2015)

Temporal Matching Kernel with Explicit Feature Maps. - Sébastien Poullot; Shunsuke Tsukatani; Phuong Anh Nguyen 002; Hervé Jégou; Shin'ichi Satoh 001 (ACM Multimedia, 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)

Rotation and translation covariant match kernels for image retrieval. - Giorgos Tolias; Andrei Bursuc; Teddy Furon; Hervé Jégou (Comput. Vis. Image Underst., 2015)

Improved Motion Description for Action Classification. - Mihir Jain; Hervé Jégou; Patrick Bouthemy (Frontiers ICT, 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)

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)

Polysemous Codes. - Matthijs Douze; Hervé Jégou; Florent Perronnin (ECCV (2), 2016)

Approximate Search with Quantized Sparse Representations. - Himalaya Jain; Patrick Pérez; Rémi Gribonval; Joaquin Zepeda; Hervé Jégou (ECCV (7), 2016)

FastText.zip: Compressing text classification models. - Armand Joulin; Edouard Grave; Piotr Bojanowski; Matthijs Douze; Hervé Jégou; Tomás Mikolov (CoRR, 2016)

Particular object retrieval with integral max-pooling of CNN activations. - Giorgos Tolias; Ronan Sicre; Hervé Jégou (ICLR (Poster), 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)

Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. - Giorgos Tolias; Yannis Avrithis; Hervé Jégou (Int. J. Comput. Vis., 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)

How should we evaluate supervised hashing? - Alexandre Sablayrolles; Matthijs Douze; Nicolas Usunier; Hervé Jégou (ICASSP, 2017)

Efficient softmax approximation for GPUs. - Edouard Grave; Armand Joulin; Moustapha Cissé; David Grangier; Hervé Jégou (ICML, 2017)

An Evaluation of Large-scale Methods for Image Instance and Class Discovery. - Matthijs Douze; Hervé Jégou; Jeff Johnson 004 (ACM Multimedia (Thematic Workshops), 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)

Interferences in Match Kernels. - Naila Murray; Hervé Jégou; Florent Perronnin; Andrew Zisserman (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding. - Jingkuan Song; Hervé Jégou; Cees Snoek; Qi Tian 001; Nicu Sebe (IEEE Trans. Multim., 2017)

Efficient similarity search. - Hervé Jégou (Frontiers of Multimedia Research, 2018)

LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. - Lorenzo Baraldi 001; Matthijs Douze; Rita Cucchiara; Hervé Jégou (CVPR, 2018)

Low-Shot Learning With Large-Scale Diffusion. - Matthijs Douze; Arthur Szlam; Bharath Hariharan; Hervé Jégou (CVPR, 2018)

Link and Code: Fast Indexing With Graphs and Compact Regression Codes. - Matthijs Douze; Alexandre Sablayrolles; Hervé Jégou (CVPR, 2018)

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. - Armand Joulin; Piotr Bojanowski; Tomás Mikolov; Hervé Jégou; Edouard Grave (EMNLP, 2018)

Word translation without parallel data. - Guillaume Lample; Alexis Conneau; Marc'Aurelio Ranzato; Ludovic Denoyer; Hervé Jégou (ICLR (Poster), 2018)

A neural network catalyzer for multi-dimensional similarity search. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CoRR, 2018)

Déjà Vu: an empirical evaluation of the memorization properties of ConvNets. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CoRR, 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)

Spreading vectors for similarity search. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (ICLR (Poster), 2019)

Equi-normalization of Neural Networks. - Pierre Stock; Benjamin Graham; Rémi Gribonval; Hervé Jégou (ICLR (Poster), 2019)

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Yann Ollivier; Hervé Jégou (ICML, 2019)

Large Memory Layers with Product Keys. - Guillaume Lample; Alexandre Sablayrolles; Marc'Aurelio Ranzato; Ludovic Denoyer; Hervé Jégou (NeurIPS, 2019)

Fixing the train-test resolution discrepancy. - Hugo Touvron; Andrea Vedaldi; Matthijs Douze; Hervé Jégou (NeurIPS, 2019)

MultiGrain: a unified image embedding for classes and instances. - Maxim Berman; Hervé Jégou; Andrea Vedaldi; Iasonas Kokkinos; Matthijs Douze (CoRR, 2019)

Billion-scale semi-supervised learning for image classification. - I. Zeki Yalniz; Hervé Jégou; Kan Chen; Manohar Paluri; Dhruv Mahajan 001 (CoRR, 2019)

Augmenting Self-attention with Persistent Memory. - Sainbayar Sukhbaatar; Edouard Grave; Guillaume Lample; Hervé Jégou; Armand Joulin (CoRR, 2019)

Understanding and Improving Kernel Local Descriptors. - Arun Mukundan; Giorgos Tolias; Andrei Bursuc; Hervé Jégou; Ondrej Chum (Int. J. Comput. Vis., 2019)

And the Bit Goes Down: Revisiting the Quantization of Neural Networks. - Pierre Stock; Armand Joulin; Rémi Gribonval; Benjamin Graham; Hervé Jégou (ICLR, 2020)

Radioactive data: tracing through training. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (ICML, 2020)

Fixing the train-test resolution discrepancy: FixEfficientNet. - Hugo Touvron; Andrea Vedaldi; Matthijs Douze; Hervé Jégou (CoRR, 2020)

Powers of layers for image-to-image translation. - Hugo Touvron; Matthijs Douze; Matthieu Cord; Hervé Jégou (CoRR, 2020)

Gradient-based Adversarial Attacks against Text Transformers. - Chuan Guo 001; Alexandre Sablayrolles; Hervé Jégou; Douwe Kiela (EMNLP (1), 2021)

Emerging Properties in Self-Supervised Vision Transformers. - Mathilde Caron; Hugo Touvron; Ishan Misra; Hervé Jégou; Julien Mairal; Piotr Bojanowski; Armand Joulin (ICCV, 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 (ICCV, 2021)

Going deeper with Image Transformers. - Hugo Touvron; Matthieu Cord; Alexandre Sablayrolles; Gabriel Synnaeve; Hervé Jégou (ICCV, 2021)

Grafit: Learning fine-grained image representations with coarse labels. - Hugo Touvron; Alexandre Sablayrolles; Matthijs Douze; Matthieu Cord; Hervé Jégou (ICCV, 2021)

Training with Quantization Noise for Extreme Model Compression. - Pierre Stock; Angela Fan; Benjamin Graham; Edouard Grave; Rémi Gribonval; Hervé Jégou; Armand Joulin (ICLR, 2021)

Training data-efficient image transformers & distillation through attention. - Hugo Touvron; Matthieu Cord; Matthijs Douze; Francisco Massa; Alexandre Sablayrolles; Hervé Jégou (ICML, 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 (NeurIPS, 2021)

Training Vision Transformers for Image Retrieval. - Alaaeldin El-Nouby; Natalia Neverova; Ivan Laptev; 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)

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)

ResNet strikes back: An improved training procedure in timm. - Ross Wightman; Hugo Touvron; 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)

Augmenting Convolutional networks with attention-based aggregation. - Hugo Touvron; Matthieu Cord; Alaaeldin El-Nouby; Piotr Bojanowski; Armand Joulin; Gabriel Synnaeve; Hervé Jégou (CoRR, 2021)

Billion-Scale Similarity Search with GPUs. - Jeff Johnson 004; Matthijs Douze; Hervé Jégou (IEEE Trans. Big Data, 2021)

Three Things Everyone Should Know About Vision Transformers. - Hugo Touvron; Matthieu Cord; Alaaeldin El-Nouby; Jakob Verbeek; Hervé Jégou (ECCV (24), 2022)

DeiT III: Revenge of the ViT. - Hugo Touvron; Matthieu Cord; Hervé Jégou (ECCV (24), 2022)

Watermarking Images in Self-Supervised Latent Spaces. - Pierre Fernandez; Alexandre Sablayrolles; Teddy Furon; Hervé Jégou; Matthijs Douze (ICASSP, 2022)

Nearest Neighbor Search with Compact Codes: A Decoder Perspective. - Kenza Amara; Matthijs Douze; Alexandre Sablayrolles; Hervé Jégou (ICMR, 2022)

Co-training 2L Submodels for Visual Recognition. - Hugo Touvron; Matthieu Cord; Maxime Oquab; Piotr Bojanowski; Jakob Verbeek; Hervé Jégou (CoRR, 2022)

Co-training 2L Submodels for Visual Recognition. - Hugo Touvron; Matthieu Cord; Maxime Oquab; Piotr Bojanowski; Jakob Verbeek; Hervé Jégou (CVPR, 2023)

Variable Rate Allocation for Vector-Quantized Autoencoders. - Federico Baldassarre; Alaaeldin El-Nouby; Hervé Jégou (ICASSP, 2023)

The Stable Signature: Rooting Watermarks in Latent Diffusion Models. - Pierre Fernandez; Guillaume Couairon; Hervé Jégou; Matthijs Douze; Teddy Furon (ICCV, 2023)

Active Image Indexing. - Pierre Fernandez; Matthijs Douze; Hervé Jégou; Teddy Furon (ICLR, 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 (ICML, 2023)

Birth of a Transformer: A Memory Viewpoint. - Alberto Bietti; Vivien Cabannes; Diane Bouchacourt; Hervé Jégou; Léon Bottou (NeurIPS, 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)

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., 2023)

The Faiss library. - Matthijs Douze; Alexandr Guzhva; Chengqi Deng; Jeff Johnson 004; Gergely Szilvasy; Pierre-Emmanuel Mazaré; Maria Lomeli; Lucas Hosseini; Hervé Jégou (CoRR, 2024)

Moshi: a speech-text foundation model for real-time dialogue. - Alexandre Défossez; Laurent Mazaré; Manu Orsini; Amélie Royer; Patrick Pérez; Hervé Jégou; Edouard Grave; Neil Zeghidour (CoRR, 2024)

Neutral residues: revisiting adapters for model extension. - Franck Signe Talla; Hervé Jégou; Edouard Grave (CoRR, 2024)

DINOv2: Learning Robust Visual Features without Supervision. - Maxime Oquab; Timothée Darcet; Théo Moutakanni; Huy V. Vo; Marc Szafraniec; Vasil Khalidov; Pierre Fernandez; Daniel Haziza; Francisco Massa; Alaaeldin El-Nouby; Mido Assran; Nicolas Ballas; et al. (Trans. Mach. Learn. Res., 2024)

Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. - Huy V. Vo; Vasil Khalidov; Timothée Darcet; Théo Moutakanni; Nikita Smetanin; Marc Szafraniec; Hugo Touvron; Camille Couprie; Maxime Oquab; Armand Joulin; Hervé Jégou; Patrick Labatut; et al. (Trans. Mach. Learn. Res., 2024)

Inference-time sparse attention with asymmetric indexing. - Pierre-Emmanuel Mazaré; Gergely Szilvasy; Maria Lomeli; Francisco Massa; Naila Murray; Hervé Jégou; Matthijs Douze (CoRR, 2025)

Embodied AI Agents: Modeling the World. - Pascale Fung; Yoram Bachrach; Asli Celikyilmaz; Kamalika Chaudhuri; Delong Chen; Willy Chung; Emmanuel Dupoux; Hervé Jégou; Alessandro Lazaric; Arjun Majumdar; Andrea Madotto; Franziska Meier; et al. (CoRR, 2025)

DINOv3. - Oriane Siméoni; Huy V. Vo; Maximilian Seitzer; Federico Baldassarre; Maxime Oquab; Cijo Jose; Vasil Khalidov; Marc Szafraniec; Seung Eun Yi; Michaël Ramamonjisoa; Francisco Massa; Daniel Haziza; et al. (CoRR, 2025)