Hervé Jégou

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 100

Top Venues

CoRR

CVPR

Int. J. Comput. Vis.

ICCV

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou
The Faiss library. CoRR (2024)
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, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. 2024 (2024)
Huy Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR (2024)
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
DINOv2: Learning Robust Visual Features without Supervision. CoRR (2023)
Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou
Birth of a Transformer: A Memory Viewpoint. NeurIPS (2023)
Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou
Image Compression with Product Quantized Masked Image Modeling. Trans. Mach. Learn. Res. 2023 (2023)
Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou
Birth of a Transformer: A Memory Viewpoint. CoRR (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR (2023)
Federico Baldassarre, Alaaeldin El-Nouby, Hervé Jégou
Variable Rate Allocation for Vector-Quantized Autoencoders. ICASSP (2023)
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
Co-training 2L Submodels for Visual Recognition. CVPR (2023)
Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich, Hervé Jégou, Jakob Verbeek
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models. CoRR (2023)
Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich, Hervé Jégou, Jakob Verbeek
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models. ICML (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV (2023)
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon
Active Image Indexing. ICLR (2023)
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
Three things everyone should know about Vision Transformers. CoRR (2022)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest Neighbor Search with Compact Codes: A Decoder Perspective. ICMR (2022)
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
Submodels for Visual Recognition. CoRR (2022)
Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon
Active Image Indexing. CoRR (2022)
Hugo Touvron, Matthieu Cord, Hervé Jégou
DeiT III: Revenge of the ViT. CoRR (2022)
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
Three Things Everyone Should Know About Vision Transformers. ECCV (24) (2022)
Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze
Watermarking Images in Self-Supervised Latent Spaces. ICASSP (2022)
Hugo Touvron, Matthieu Cord, Hervé Jégou
DeiT III: Revenge of the ViT. ECCV (24) (2022)
Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou
Image Compression with Product Quantized Masked Image Modeling. CoRR (2022)
Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. NeurIPS (2021)
Ross Wightman, Hugo Touvron, Hervé Jégou
ResNet strikes back: An improved training procedure in timm. CoRR (2021)
Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou
Training Vision Transformers for Image Retrieval. CoRR (2021)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest neighbor search with compact codes: A decoder perspective. CoRR (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. ICCV (2021)
Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou
Going deeper with Image Transformers. CoRR (2021)
Jeff Johnson, Matthijs Douze, Hervé Jégou
Billion-Scale Similarity Search with GPUs. IEEE Trans. Big Data 7 (3) (2021)
Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou
Going deeper with Image Transformers. ICCV (2021)
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. CoRR (2021)
Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze
Watermarking Images in Self-Supervised Latent Spaces. CoRR (2021)
Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela
Gradient-based Adversarial Attacks against Text Transformers. EMNLP (1) (2021)
Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jégou, Edouard Grave
Are Large-scale Datasets Necessary for Self-Supervised Pre-training? CoRR (2021)
Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela
Gradient-based Adversarial Attacks against Text Transformers. CoRR (2021)
Pierre Stock, Angela Fan, Benjamin Graham, Edouard Grave, Rémi Gribonval, Hervé Jégou, Armand Joulin
Training with Quantization Noise for Extreme Model Compression. ICLR (2021)
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou
Augmenting Convolutional networks with attention-based aggregation. CoRR (2021)
Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. CoRR (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. CoRR (2021)
Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. ICCV (2021)
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
ResMLP: Feedforward networks for image classification with data-efficient training. CoRR (2021)
Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
Training data-efficient image transformers & distillation through attention. ICML (2021)
Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
Grafit: Learning fine-grained image representations with coarse labels. ICCV (2021)
Angela Fan, Pierre Stock, Benjamin Graham, Edouard Grave, Rémi Gribonval, Hervé Jégou, Armand Joulin
Training with Quantization Noise for Extreme Model Compression. CoRR (2020)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy: FixEfficientNet. CoRR (2020)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Radioactive data: tracing through training. ICML (2020)
Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou
And the Bit Goes Down: Revisiting the Quantization of Neural Networks. ICLR (2020)
Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
Grafit: Learning fine-grained image representations with coarse labels. CoRR (2020)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Radioactive data: tracing through training. CoRR (2020)
Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
Training data-efficient image transformers & distillation through attention. CoRR (2020)
Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou
Powers of layers for image-to-image translation. CoRR (2020)
Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou
And the Bit Goes Down: Revisiting the Quantization of Neural Networks. CoRR (2019)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy. NeurIPS (2019)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Spreading vectors for similarity search. ICLR (Poster) (2019)
I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan
Billion-scale semi-supervised learning for image classification. CoRR (2019)
Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Hervé Jégou, Armand Joulin
Augmenting Self-attention with Persistent Memory. CoRR (2019)
Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze
MultiGrain: a unified image embedding for classes and instances. CoRR (2019)
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Large Memory Layers with Product Keys. NeurIPS (2019)
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum
Understanding and Improving Kernel Local Descriptors. Int. J. Comput. Vis. 127 (11-12) (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Hervé Jégou
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. ICML (2019)
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Large Memory Layers with Product Keys. CoRR (2019)
Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou
Equi-normalization of Neural Networks. ICLR (Poster) (2019)
Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou
Equi-normalization of Neural Networks. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier, Cordelia Schmid, Hervé Jégou
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
A neural network catalyzer for multi-dimensional similarity search. CoRR (2018)
Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Hervé Jégou, Edouard Grave
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. EMNLP (2018)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-Shot Learning With Large-Scale Diffusion. CVPR (2018)
Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Link and Code: Fast Indexing With Graphs and Compact Regression Codes. CVPR (2018)
Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word translation without parallel data. ICLR (Poster) (2018)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets. CoRR (2018)
Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Link and code: Fast indexing with graphs and compact regression codes. CoRR (2018)
Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou
LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. CVPR (2018)
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum
Understanding and Improving Kernel Local Descriptors. CoRR (2018)
Ahmet Iscen, Teddy Furon, Vincent Gripon, Michael G. Rabbat, Hervé Jégou
Memory Vectors for Similarity Search in High-Dimensional Spaces. IEEE Trans. Big Data 4 (1) (2018)
Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou
How should we evaluate supervised hashing? ICASSP (2017)
Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek
Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels. Int. J. Comput. Vis. 124 (3) (2017)
Jeff Johnson, Matthijs Douze, Hervé Jégou
Billion-scale similarity search with GPUs. CoRR (2017)
Matthijs Douze, Hervé Jégou, Jeff Johnson
An Evaluation of Large-scale Methods for Image Instance and Class Discovery. ACM Multimedia (Thematic Workshops) (2017)
Matthijs Douze, Hervé Jégou, Jeff Johnson
An evaluation of large-scale methods for image instance and class discovery. CoRR (2017)
Jingkuan Song, Hervé Jégou, Cees Snoek, Qi Tian, Nicu Sebe
Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding. IEEE Trans. Multim. 19 (9) (2017)
Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word Translation Without Parallel Data. CoRR (2017)
Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou
Efficient softmax approximation for GPUs. ICML (2017)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-shot learning with large-scale diffusion. CoRR (2017)
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
Interferences in Match Kernels. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou
Approximate search with quantized sparse representations. CoRR (2016)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov
FastText.zip: Compressing text classification models. CoRR (2016)
Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier
How should we evaluate supervised hashing? CoRR (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous Codes. ECCV (2) (2016)
Giorgos Tolias, Yannis Avrithis, Hervé Jégou
Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. Int. J. Comput. Vis. 116 (3) (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous codes. CoRR (2016)
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
Interferences in match kernels. CoRR (2016)
Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou
Approximate Search with Quantized Sparse Representations. ECCV (7) (2016)
Giorgos Tolias, Yannis Avrithis, Hervé Jégou
Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. Int. J. Comput. Vis. 116 (3) (2016)
Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou
Efficient softmax approximation for GPUs. CoRR (2016)
Giorgos Tolias, Ronan Sicre, Hervé Jégou
Particular object retrieval with integral max-pooling of CNN activations. ICLR (Poster) (2016)
Matthijs Douze, Jérôme Revaud, Jakob J. Verbeek, Hervé Jégou, Cordelia Schmid
Circulant Temporal Encoding for Video Retrieval and Temporal Alignment. Int. J. Comput. Vis. 119 (3) (2016)
Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek
Tubelets: Unsupervised action proposals from spatiotemporal super-voxels. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hervé Jégou