HJ
Hérve Jégou
cs.CVcs.LGcs.CLcs.AIstat.MLcs.DBcs.IRcs.CRcs.ITeess.IV
On Valency
published · living versionsW_dby3ngaf·v1 · currentpublished
FastText.zip: Compressing text classification models
with Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze +1
1 version
Preprints & journals
65 papers in the corpus · 2010–2026Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility2605.14037v1 · Gergely Szilvasy, Manuel Faysse, Maria Lomeli et al.2026 · 0 citationsarXiv
Short window attention enables long-term memorization2509.24552v3 · Loic Cabannes, Maximilian Beck, Gergely Szilvasy et al.2025 · 0 citationsarXiv
The Faiss library2401.08281v4 · Matthijs Douze, Alexandr Guzhva, Chengqi Deng et al.2024 · 76 citationsarXiv
Neutral Residues: Revisiting Adapters for Model Extension2410.02744v3 · Franck Signe Talla, Edouard Grave, Herv'e J'egou2024 · 0 citationsarXiv
Inference-time sparse attention with asymmetric indexing2502.08246v2 · Pierre-Emmanuel Mazar'e, Gergely Szilvasy, Maria Lomeli et al.2025 · 0 citationsarXiv
Moshi: a speech-text foundation model for real-time dialogue2410.00037v2 · Alexandre D'efossez, Laurent Mazar'e, Manu Orsini et al.2024 · 8 citationsarXiv
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach2405.15613v2 · Huy V. Vo, Vasil Khalidov, Timoth'ee Darcet et al.2024 · 5 citationsarXiv
DINOv2: Learning Robust Visual Features without Supervision2304.07193v2 · Maxime Oquab, Timoth'ee Darcet, Th'eo Moutakanni et al.2023 · 1,074 citationsarXiv
Image Compression with Product Quantized Masked Image Modeling2212.07372v2 · Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich et al.2022 · 12 citationsarXiv
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models2301.11189v3 · Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich et al.2023 · 7 citationsProceedings of the 40th International Conference on Machine Learning (2023) 25426-25443
The Stable Signature: Rooting Watermarks in Latent Diffusion Models2303.15435v2 · Pierre Fernandez, Guillaume Couairon, Herv'e J'egou et al.2023 · 219 citationsarXiv
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training.36094972 · Touvron, Hugo, Bojanowski, Piotr, Caron, Mathilde et al.2023 · 814 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(4):5314-5321
Co-training $2^L$ Submodels for Visual Recognition2212.04884v1 · Hugo Touvron, Matthieu Cord, Maxime Oquab et al.2022 · 0 citationsarXiv
Active Image Indexing2210.10620v1 · Pierre Fernandez, Matthijs Douze, Herv'e J'egou et al.2022 · 0 citationsarXiv
Watermarking Images in Self-Supervised Latent Spaces2112.09581v2 · Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon et al.2021 · 97 citationsarXiv
Three things everyone should know about Vision Transformers2203.09795v1 · Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby et al.2022 · 115 citationsarXiv
Nearest neighbor search with compact codes: A decoder perspective2112.09568v2 · Kenza Amara, Matthijs Douze, Alexandre Sablayrolles et al.2021 · 2 citationsarXiv
Fixing the train-test resolution discrepancy1906.06423v4 · Hugo Touvron, Andrea Vedaldi, Matthijs Douze et al.2019 · 23 citationsarXiv
Augmenting Convolutional networks with attention-based aggregation2112.13692v1 · Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby et al.2021 · 30 citationsarXiv
ResNet strikes back: An improved training procedure in timm2110.00476v1 · Ross Wightman, Hugo Touvron, Herv'e J'egou2021 · 32 citationsarXiv
XCiT: Cross-Covariance Image Transformers2106.09681v2 · Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron et al.2021 · 234 citationsarXiv
ResMLP: Feedforward networks for image classification with data-efficient training2105.03404v2 · Hugo Touvron, Piotr Bojanowski, Mathilde Caron et al.2021 · 814 citationsarXiv
Emerging Properties in Self-Supervised Vision Transformers2104.14294v2 · Mathilde Caron, Hugo Touvron, Ishan Misra et al.2021 · 5,605 citationsarXiv
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference2104.01136v2 · Ben Graham, Alaaeldin El-Nouby, Hugo Touvron et al.2021 · 929 citationsarXiv
Gradient-based Adversarial Attacks against Text Transformers2104.13733v1 · Chuan Guo, Alexandre Sablayrolles, Herv'e J'egou et al.2021 · 109 citationsarXiv
Going deeper with Image Transformers2103.17239v2 · Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles et al.2021 · 1,145 citationsarXiv
Training with Quantization Noise for Extreme Model Compression2004.07320v3 · Angela Fan, Pierre Stock, Benjamin Graham et al.2020 · 114 citationsarXiv
Training Vision Transformers for Image Retrieval2102.05644v1 · Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev et al.2021 · 123 citationsarXiv
Training data-efficient image transformers & distillation through attention2012.12877v2 · Hugo Touvron, Matthieu Cord, Matthijs Douze et al.2020 · 1,219 citationsarXiv
Grafit: Learning fine-grained image representations with coarse labels2011.12982v1 · Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze et al.2020 · 77 citationsarXiv
Fixing the train-test resolution discrepancy: FixEfficientNet2003.08237v5 · Hugo Touvron, Andrea Vedaldi, Matthijs Douze et al.2020 · 65 citationsarXiv
And the Bit Goes Down: Revisiting the Quantization of Neural Networks1907.05686v5 · Pierre Stock, Armand Joulin, R'emi Gribonval et al.2019 · 89 citationsarXiv
Powers of layers for image-to-image translation2008.05763v1 · Hugo Touvron, Matthijs Douze, Matthieu Cord et al.2020 · 5 citationsarXiv
Radioactive data: tracing through training2002.00937v1 · Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid et al.2020 · 35 citationsarXiv
Large Memory Layers with Product Keys1907.05242v2 · Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato et al.2019 · 70 citationsarXiv
Spreading vectors for similarity search1806.03198v3 · Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid et al.2018 · 56 citationsarXiv
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference1908.11229v1 · Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier et al.2019 · 111 citationsarXiv
Augmenting Self-attention with Persistent Memory1907.01470v1 · Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample et al.2019 · 46 citationsarXiv
Billion-scale semi-supervised learning for image classification1905.00546v1 · I. Zeki Yalniz, Herv'e J'egou, Kan Chen et al.2019 · 327 citationsarXiv
MultiGrain: a unified image embedding for classes and instances1902.05509v2 · Maxim Berman, Herv'e J'egou, Andrea Vedaldi et al.2019 · 33 citationsarXiv
Equi-normalization of Neural Networks1902.10416v1 · Pierre Stock, Benjamin Graham, R'emi Gribonval et al.2019 · 3 citationsarXiv
Understanding and Improving Kernel Local Descriptors1811.11147v1 · Arun Mukundan, Giorgos Tolias, Andrei Bursuc et al.2018 · 11 citationsarXiv
Interferences in Match Kernels.27723578 · Murray, Naila, Jegou, Herve, Perronnin, Florent et al.2018 · 27 citationsIEEE transactions on pattern analysis and machine intelligence. 2017;39(9):1797-1810
D\'ej\`a Vu: an empirical evaluation of the memorization properties of ConvNets1809.06396v1 · Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid et al.2018 · 9 citationsarXiv
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion1804.07745v3 · Armand Joulin, Piotr Bojanowski, Tomas Mikolov et al.2018 · 376 citationsarXiv
Low-shot learning with large-scale diffusion1706.02332v3 · Matthijs Douze, Arthur Szlam, Bharath Hariharan et al.2017 · 133 citationsarXiv
Polysemous codes1609.01882v2 · Matthijs Douze, Herv'e J'egou, Florent Perronnin2016 · 0 citationsarXiv
Billion-scale similarity search with GPUs1702.08734v1 · Jeff Johnson, Matthijs Douze, Herv'e J'egou2017 · 3,867 citationsarXiv
Link and code: Fast indexing with graphs and compact regression codes1804.09996v2 · Matthijs Douze, Alexandre Sablayrolles, Herv'e J'egou2018 · 41 citationsarXiv
Word Translation Without Parallel Data1710.04087v3 · Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato et al.2017 · 885 citationsarXiv
Career total: 203 works. 65 are in this corpus.Showing the 50 most recent.
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