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ORCIDHervé Jégou
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- affiliation: Kyutai, Paris, France
- affiliation (former): Facebook AI Research, Paris, France
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2020 – today
- 2024
[j31]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)- [i62]Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou:
The Faiss library. CoRR abs/2401.08281 (2024) - [i61]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, Piotr Bojanowski:
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR abs/2405.15613 (2024) - 2023
- [j30]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): 5314-5321 (2023) - [j29]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) - [c95]Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou:
Co-training 2L Submodels for Visual Recognition. CVPR 2023: 11701-11710 - [c94]Federico Baldassarre, Alaaeldin El-Nouby, Hervé Jégou:
Variable Rate Allocation for Vector-Quantized Autoencoders. ICASSP 2023: 1-5 - [c93]Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon:
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV 2023: 22409-22420 - [c92]Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon:
Active Image Indexing. ICLR 2023 - [c91]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: 25426-25443 - [c90]Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou:
Birth of a Transformer: A Memory Viewpoint. NeurIPS 2023 - [i60]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 abs/2301.11189 (2023) - [i59]Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon:
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR abs/2303.15435 (2023) - [i58]Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. 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 abs/2304.07193 (2023) - [i57]Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou:
Birth of a Transformer: A Memory Viewpoint. CoRR abs/2306.00802 (2023) - 2022
- [c89]Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou:
Three Things Everyone Should Know About Vision Transformers. ECCV (24) 2022: 497-515 - [c88]Hugo Touvron, Matthieu Cord, Hervé Jégou:
DeiT III: Revenge of the ViT. ECCV (24) 2022: 516-533 - [c87]Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze:
Watermarking Images in Self-Supervised Latent Spaces. ICASSP 2022: 3054-3058 - [c86]Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou:
Nearest Neighbor Search with Compact Codes: A Decoder Perspective. ICMR 2022: 167-175 - [i56]Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou:
Three things everyone should know about Vision Transformers. CoRR abs/2203.09795 (2022) - [i55]Hugo Touvron, Matthieu Cord, Hervé Jégou:
DeiT III: Revenge of the ViT. CoRR abs/2204.07118 (2022) - [i54]Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon:
Active Image Indexing. CoRR abs/2210.10620 (2022) - [i53]Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou:
Co-training 2L Submodels for Visual Recognition. CoRR abs/2212.04884 (2022) - [i52]Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou:
Image Compression with Product Quantized Masked Image Modeling. CoRR abs/2212.07372 (2022) - 2021
- [j28]Jeff Johnson, Matthijs Douze, Hervé Jégou:
Billion-Scale Similarity Search with GPUs. IEEE Trans. Big Data 7(3): 535-547 (2021) - [c85]Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela:
Gradient-based Adversarial Attacks against Text Transformers. EMNLP (1) 2021: 5747-5757 - [c84]Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou:
Going deeper with Image Transformers. ICCV 2021: 32-42 - [c83]Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou:
Grafit: Learning fine-grained image representations with coarse labels. ICCV 2021: 854-864 - [c82]Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin:
Emerging Properties in Self-Supervised Vision Transformers. ICCV 2021: 9630-9640 - [c81]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: 12239-12249 - [c80]Pierre Stock, Angela Fan, Benjamin Graham, Edouard Grave, Rémi Gribonval, Hervé Jégou, Armand Joulin:
Training with Quantization Noise for Extreme Model Compression. ICLR 2021 - [c79]Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou:
Training data-efficient image transformers & distillation through attention. ICML 2021: 10347-10357 - [c78]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: 20014-20027 - [i51]Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou:
Training Vision Transformers for Image Retrieval. CoRR abs/2102.05644 (2021) - [i50]Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou:
Going deeper with Image Transformers. CoRR abs/2103.17239 (2021) - [i49]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 abs/2104.01136 (2021) - [i48]Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela:
Gradient-based Adversarial Attacks against Text Transformers. CoRR abs/2104.13733 (2021) - [i47]Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin:
Emerging Properties in Self-Supervised Vision Transformers. CoRR abs/2104.14294 (2021) - [i46]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 abs/2105.03404 (2021) - [i45]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 abs/2106.09681 (2021) - [i44]Ross Wightman, Hugo Touvron, Hervé Jégou:
ResNet strikes back: An improved training procedure in timm. CoRR abs/2110.00476 (2021) - [i43]Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou:
Nearest neighbor search with compact codes: A decoder perspective. CoRR abs/2112.09568 (2021) - [i42]Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze:
Watermarking Images in Self-Supervised Latent Spaces. CoRR abs/2112.09581 (2021) - [i41]Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jégou, Edouard Grave:
Are Large-scale Datasets Necessary for Self-Supervised Pre-training? CoRR abs/2112.10740 (2021) - [i40]Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou:
Augmenting Convolutional networks with attention-based aggregation. CoRR abs/2112.13692 (2021) - 2020
- [c77]Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou:
And the Bit Goes Down: Revisiting the Quantization of Neural Networks. ICLR 2020 - [c76]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
Radioactive data: tracing through training. ICML 2020: 8326-8335 - [i39]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
Radioactive data: tracing through training. CoRR abs/2002.00937 (2020) - [i38]Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou:
Fixing the train-test resolution discrepancy: FixEfficientNet. CoRR abs/2003.08237 (2020) - [i37]Angela Fan, Pierre Stock, Benjamin Graham, Edouard Grave, Rémi Gribonval, Hervé Jégou, Armand Joulin:
Training with Quantization Noise for Extreme Model Compression. CoRR abs/2004.07320 (2020) - [i36]Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou:
Powers of layers for image-to-image translation. CoRR abs/2008.05763 (2020) - [i35]Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou:
Grafit: Learning fine-grained image representations with coarse labels. CoRR abs/2011.12982 (2020) - [i34]Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou:
Training data-efficient image transformers & distillation through attention. CoRR abs/2012.12877 (2020)
2010 – 2019
- 2019
- [j27]Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum:
Understanding and Improving Kernel Local Descriptors. Int. J. Comput. Vis. 127(11-12): 1723-1737 (2019) - [c75]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
Spreading vectors for similarity search. ICLR (Poster) 2019 - [c74]Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou:
Equi-normalization of Neural Networks. ICLR (Poster) 2019 - [c73]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Hervé Jégou:
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. ICML 2019: 5558-5567 - [c72]Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou:
Fixing the train-test resolution discrepancy. NeurIPS 2019: 8250-8260 - [c71]Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou:
Large Memory Layers with Product Keys. NeurIPS 2019: 8546-8557 - [i33]Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze:
MultiGrain: a unified image embedding for classes and instances. CoRR abs/1902.05509 (2019) - [i32]Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou:
Equi-normalization of Neural Networks. CoRR abs/1902.10416 (2019) - [i31]I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan:
Billion-scale semi-supervised learning for image classification. CoRR abs/1905.00546 (2019) - [i30]Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou:
Fixing the train-test resolution discrepancy. CoRR abs/1906.06423 (2019) - [i29]Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Hervé Jégou, Armand Joulin:
Augmenting Self-attention with Persistent Memory. CoRR abs/1907.01470 (2019) - [i28]Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou:
Large Memory Layers with Product Keys. CoRR abs/1907.05242 (2019) - [i27]Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou:
And the Bit Goes Down: Revisiting the Quantization of Neural Networks. CoRR abs/1907.05686 (2019) - [i26]Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier, Cordelia Schmid, Hervé Jégou:
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. CoRR abs/1908.11229 (2019) - 2018
- [j26]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): 65-77 (2018) - [c70]Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou:
Low-Shot Learning With Large-Scale Diffusion. CVPR 2018: 3349-3358 - [c69]Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou:
Link and Code: Fast Indexing With Graphs and Compact Regression Codes. CVPR 2018: 3646-3654 - [c68]Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou:
LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. CVPR 2018: 7804-7813 - [c67]Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Hervé Jégou, Edouard Grave:
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. EMNLP 2018: 2979-2984 - [c66]Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou:
Word translation without parallel data. ICLR (Poster) 2018 - [p1]Hervé Jégou:
Efficient similarity search. Frontiers of Multimedia Research 2018: 105-134 - [i25]Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou:
Link and code: Fast indexing with graphs and compact regression codes. CoRR abs/1804.09996 (2018) - [i24]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
A neural network catalyzer for multi-dimensional similarity search. CoRR abs/1806.03198 (2018) - [i23]Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets. CoRR abs/1809.06396 (2018) - [i22]Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum:
Understanding and Improving Kernel Local Descriptors. CoRR abs/1811.11147 (2018) - 2017
- [j25]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): 287-311 (2017) - [j24]Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman:
Interferences in Match Kernels. IEEE Trans. Pattern Anal. Mach. Intell. 39(9): 1797-1810 (2017) - [j23]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): 1965-1967 (2017) - [c65]Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou:
How should we evaluate supervised hashing? ICASSP 2017: 1732-1736 - [c64]Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou:
Efficient softmax approximation for GPUs. ICML 2017: 1302-1310 - [c63]Matthijs Douze, Hervé Jégou, Jeff Johnson:
An Evaluation of Large-scale Methods for Image Instance and Class Discovery. ACM Multimedia (Thematic Workshops) 2017: 1-9 - [i21]Jeff Johnson, Matthijs Douze, Hervé Jégou:
Billion-scale similarity search with GPUs. CoRR abs/1702.08734 (2017) - [i20]Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou:
Low-shot learning with large-scale diffusion. CoRR abs/1706.02332 (2017) - [i19]Matthijs Douze, Hervé Jégou, Jeff Johnson:
An evaluation of large-scale methods for image instance and class discovery. CoRR abs/1708.02898 (2017) - [i18]Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou:
Word Translation Without Parallel Data. CoRR abs/1710.04087 (2017) - 2016
- [j22]Giorgos Tolias, Yannis Avrithis, Hervé Jégou:
Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. Int. J. Comput. Vis. 116(3): 247-261 (2016) - [j21]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): 262 (2016) - [j20]Matthijs Douze, Jérôme Revaud, Jakob Verbeek, Hervé Jégou, Cordelia Schmid:
Circulant Temporal Encoding for Video Retrieval and Temporal Alignment. Int. J. Comput. Vis. 119(3): 291-306 (2016) - [c62]Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou:
Approximate Search with Quantized Sparse Representations. ECCV (7) 2016: 681-696 - [c61]Matthijs Douze, Hervé Jégou, Florent Perronnin:
Polysemous Codes. ECCV (2) 2016: 785-801 - [c60]Giorgos Tolias, Ronan Sicre, Hervé Jégou:
Particular object retrieval with integral max-pooling of CNN activations. ICLR (Poster) 2016 - [e3]Gang Hua, Hervé Jégou:
Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9913, Springer 2016, ISBN 978-3-319-46603-3 [contents] - [e2]Gang Hua, Hervé Jégou:
Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9914, 2016, ISBN 978-3-319-48880-6 [contents] - [e1]Gang Hua, Hervé Jégou:
Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9915, 2016, ISBN 978-3-319-49408-1 [contents] - [i17]Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek:
Tubelets: Unsupervised action proposals from spatiotemporal super-voxels. CoRR abs/1607.02003 (2016) - [i16]Himalaya Jain, Patrick Pérez, Rémi Gribonval, Joaquin Zepeda, Hervé Jégou:
Approximate search with quantized sparse representations. CoRR abs/1608.03308 (2016) - [i15]Matthijs Douze, Hervé Jégou, Florent Perronnin:
Polysemous codes. CoRR abs/1609.01882 (2016) - [i14]Edouard Grave, Armand Joulin, Moustapha Cissé, David Grangier, Hervé Jégou:
Efficient softmax approximation for GPUs. CoRR abs/1609.04309 (2016) - [i13]Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier:
How should we evaluate supervised hashing? CoRR abs/1609.06753 (2016) - [i12]Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman:
Interferences in match kernels. CoRR abs/1611.08194 (2016) - [i11]Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov:
FastText.zip: Compressing text classification models. CoRR abs/1612.03651 (2016) - 2015
- [j19]Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou:
Rotation and translation covariant match kernels for image retrieval. Comput. Vis. Image Underst. 140: 9-20 (2015) - [j18]Mihir Jain, Hervé Jégou, Patrick Bouthemy:
Improved Motion Description for Action Classification. Frontiers ICT 2: 28 (2015) - [j17]Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez, Hervé Jégou:
Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels. J. Math. Imaging Vis. 52(3): 459-468 (2015) - [j16]Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou:
A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification. IEEE Trans. Image Process. 24(8): 2369-2381 (2015) - [c59]Miaojing Shi, Yannis Avrithis, Hervé Jégou:
Early burst detection for memory-efficient image retrieval. CVPR 2015: 605-613 - [c58]Ronan Sicre, Hervé Jégou:
Memory Vectors for Particular Object Retrieval with Multiple Queries. ICMR 2015: 479-482 - [c57]Filip Radenovic, Hervé Jégou, Ondrej Chum:
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors. ICMR 2015: 587-590 - [c56]Andrei Bursuc, Giorgos Tolias, Hervé Jégou:
Kernel Local Descriptors with Implicit Rotation Matching. ICMR 2015: 595-598 - [c55]Sébastien Poullot, Shunsuke Tsukatani, Phuong Anh Nguyen, Hervé Jégou, Shin'ichi Satoh:
Temporal Matching Kernel with Explicit Feature Maps. ACM Multimedia 2015: 381-390 - [i10]Filip Radenovic, Hervé Jégou, Ondrej Chum:
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version. CoRR abs/1504.03285 (2015) - [i9]Matthijs Douze, Jérôme Revaud, Jakob Verbeek, Hervé Jégou, Cordelia Schmid:
Circulant temporal encoding for video retrieval and temporal alignment. CoRR abs/1506.02588 (2015) - 2014
- [j15]Giorgos Tolias, Hervé Jégou:
Visual query expansion with or without geometry: Refining local descriptors by feature aggregation. Pattern Recognit. 47(10): 3466-3476 (2014) - [j14]Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin:
Revisiting the Fisher vector for fine-grained classification. Pattern Recognit. Lett. 49: 92-98 (2014) - [c54]Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek:
Action Localization with Tubelets from Motion. CVPR 2014: 740-747 - [c53]Hervé Jégou, Andrew Zisserman:
Triangulation Embedding and Democratic Aggregation for Image Search. CVPR 2014: 3310-3317 - [c52]Giorgos Tolias, Teddy Furon, Hervé Jégou:
Orientation Covariant Aggregation of Local Descriptors with Embeddings. ECCV (6) 2014: 382-397 - [c51]Raghavendran Balu, Teddy Furon, Hervé Jégou:
Beyond "project and sign" for cosine estimation with binary codes. ICASSP 2014: 6884-6888 - [c50]Josip Krapac, Florent Perronnin, Teddy Furon, Hervé Jégou:
Instance classification with prototype selection. ICMR 2014: 431 - [c49]Miaojing Shi, Teddy Furon, Hervé Jégou:
A Group Testing Framework for Similarity Search in High-dimensional Spaces. ACM Multimedia 2014: 407-416 - [c48]Matthijs Douze, Hervé Jégou:
The Yael Library. ACM Multimedia 2014: 687-690 - [c47]Agni Delvinioti, Hervé Jégou, Laurent Amsaleg, Michael E. Houle:
Image Retrieval with Reciprocal and Shared Nearest Neighbors. VISAPP (2) 2014: 321-328 - [i8]Giorgos Tolias, Teddy Furon, Hervé Jégou:
Orientation covariant aggregation of local descriptors with embeddings. CoRR abs/1407.2170 (2014) - [i7]Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou:
A comparison of dense region detectors for image search and fine-grained classification. CoRR abs/1410.8151 (2014) - [i6]Ahmet Iscen, Teddy Furon, Vincent Gripon, Michael G. Rabbat, Hervé Jégou:
Memory vectors for similarity search in high-dimensional spaces. CoRR abs/1412.3328 (2014) - 2013
- [c46]Wan-Lei Zhao, Guillaume Gravier, Hervé Jégou:
Oriented pooling for dense and non-dense rotation-invariant features. BMVC 2013 - [c45]Jérôme Revaud, Matthijs Douze, Cordelia Schmid, Hervé Jégou:
Event Retrieval in Large Video Collections with Circulant Temporal Encoding. CVPR 2013: 2459-2466 - [c44]Mihir Jain, Hervé Jégou, Patrick Bouthemy:
Better Exploiting Motion for Better Action Recognition. CVPR 2013: 2555-2562 - [c43]Giorgos Tolias, Yannis Avrithis, Hervé Jégou:
To Aggregate or Not to aggregate: Selective Match Kernels for Image Search. ICCV 2013: 1401-1408 - [c42]Cai-Zhi Zhu, Hervé Jégou, Shin'ichi Satoh:
Query-Adaptive Asymmetrical Dissimilarities for Visual Object Retrieval. ICCV 2013: 1705-1712 - [c41]Matthijs Douze, Jérôme Revaud, Cordelia Schmid, Hervé Jégou:
Stable Hyper-pooling and Query Expansion for Event Detection. ICCV 2013: 1825-1832 - [c40]Michele Trevisiol, Hervé Jégou, Jonathan Delhumeau, Guillaume Gravier:
Retrieving geo-location of videos with a divide & conquer hierarchical multimodal approach. ICMR 2013: 1-8 - [c39]Wan-Lei Zhao, Hervé Jégou, Guillaume Gravier:
Sim-min-hash: an efficient matching technique for linking large image collections. ACM Multimedia 2013: 577-580 - [c38]Jonathan Delhumeau, Philippe Henri Gosselin, Hervé Jégou, Patrick Pérez:
Revisiting the VLAD image representation. ACM Multimedia 2013: 653-656 - [c37]Teddy Furon, Hervé Jégou, Laurent Amsaleg, Benjamin Mathon:
Fast and secure similarity search in high dimensional space. WIFS 2013: 73-78 - 2012
- [j13]Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid:
Aggregating Local Image Descriptors into Compact Codes. IEEE Trans. Pattern Anal. Mach. Intell. 34(9): 1704-1716 (2012) - [c36]Hervé Jégou:
Large-scale and larger-scale image search. BMVC 2012: 1 - [c35]Jiangbo Yuan, Guillaume Gravier, Sébastien Campion, Xiuwen Liu, Hervé Jégou:
Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing. ECCV Workshops (1) 2012: 271-280 - [c34]Hervé Jégou, Ondrej Chum:
Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening. ECCV (2) 2012: 774-787 - [c33]Hervé Jégou, Teddy Furon, Jean-Jacques Fuchs:
Anti-sparse coding for approximate nearest neighbor search. ICASSP 2012: 2029-2032 - [c32]Hervé Jégou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier, Patrick Gros:
BABAZ: A large scale audio search system for video copy detection. ICASSP 2012: 2369-2372 - [c31]Mihir Jain, Rachid Benmokhtar, Hervé Jégou, Patrick Gros:
Hamming embedding similarity-based image classification. ICMR 2012: 19 - [c30]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:
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID 2012 - [c29]Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Jonathan Delhumeau, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Quaero at TRECVID 2012: Semantic Indexing. TRECVID 2012 - 2011
- [j12]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
Product Quantization for Nearest Neighbor Search. IEEE Trans. Pattern Anal. Mach. Intell. 33(1): 117-128 (2011) - [c28]Romain Tavenard, Hervé Jégou, Laurent Amsaleg:
Balancing clusters to reduce response time variability in large scale image search. CBMI 2011: 19-24 - [c27]Philippe Weinzaepfel, Hervé Jégou, Patrick Pérez:
Reconstructing an image from its local descriptors. CVPR 2011: 337-344 - [c26]Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg:
Searching in one billion vectors: Re-rank with source coding. ICASSP 2011: 861-864 - [c25]Christian Wengert, Matthijs Douze, Hervé Jégou:
Bag-of-colors for improved image search. ACM Multimedia 2011: 1437-1440 - [c24]Mihir Jain, Hervé Jégou, Patrick Gros:
Asymmetric hamming embedding: taking the best of our bits for large scale image search. ACM Multimedia 2011: 1441-1444 - [c23]Mohamed Ayari, Jonathan Delhumeau, Matthijs Douze, Hervé Jégou, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jiangbo Yuan:
INRIA @TRECVID 2011: Copy Detection & Multimedia Event Detection. TRECVID 2011 - [c22]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:
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 2011 - [c21]Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Quaero at TRECVID 2011: Semantic Indexing and Multimedia Event Detection. TRECVID 2011 - [i5]Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg:
Searching in one billion vectors: re-rank with source coding. CoRR abs/1102.3828 (2011) - [i4]Hervé Jégou, Teddy Furon, Jean-Jacques Fuchs:
Anti-sparse coding for approximate nearest neighbor search. CoRR abs/1110.3767 (2011) - 2010
- [j11]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
Improving Bag-of-Features for Large Scale Image Search. Int. J. Comput. Vis. 87(3): 316-336 (2010) - [j10]Hervé Jégou, Cordelia Schmid, Hedi Harzallah, Jakob Verbeek:
Accurate Image Search Using the Contextual Dissimilarity Measure. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 2-11 (2010) - [j9]Loïc Paulevé, Hervé Jégou, Laurent Amsaleg:
Locality sensitive hashing: A comparison of hash function types and querying mechanisms. Pattern Recognit. Lett. 31(11): 1348-1358 (2010) - [j8]Matthijs Douze, Hervé Jégou, Cordelia Schmid:
An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering. IEEE Trans. Multim. 12(4): 257-266 (2010) - [c20]Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez:
Aggregating local descriptors into a compact image representation. CVPR 2010: 3304-3311 - [c19]Matthijs Douze, Hervé Jégou, Cordelia Schmid, Patrick Pérez:
Compact Video Description for Copy Detection with Precise Temporal Alignment. ECCV (1) 2010: 522-535 - [c18]Harsimrat Sandhawalia, Hervé Jégou:
Searching with expectations. ICASSP 2010: 1242-1245 - [c17]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:
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 2010 - [c16]Hervé Jégou, Patrick Gros, Matthijs Douze, Cordelia Schmid, Guillaume Gravier:
INRIA LEAR-TEXMEX: Video Copy Detection Task. TRECVID 2010 - [i3]Romain Tavenard, Laurent Amsaleg, Hervé Jégou:
Balancing clusters to reduce response time variability in large scale image search. CoRR abs/1009.4739 (2010)
2000 – 2009
- 2009
- [j7]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Computation of posterior marginals on aggregated state models for soft source decoding. IEEE Trans. Commun. 57(4): 888-892 (2009) - [c15]Matthijs Douze, Hervé Jégou, Harsimrat Sandhawalia, Laurent Amsaleg, Cordelia Schmid:
Evaluation of GIST descriptors for web-scale image search. CIVR 2009 - [c14]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
On the burstiness of visual elements. CVPR 2009: 1169-1176 - [c13]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
Packing bag-of-features. ICCV 2009: 2357-2364 - [c12]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:
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID 2009 - 2008
- [j6]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes. EURASIP J. Adv. Signal Process. 2008 (2008) - [c11]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search. ECCV (1) 2008: 304-317 - [c10]Hervé Jégou, Matthijs Douze, Cordelia Schmid:
Recent Advances in Large Scale Image Search. ETVC 2008: 305-326 - [c9]Hervé Jégou, Laurent Amsaleg, Cordelia Schmid, Patrick Gros:
Query adaptative locality sensitive hashing. ICASSP 2008: 825-828 - [c8]Matthijs Douze, Adrien Gaidon, Hervé Jégou, Marcin Marszalek, Cordelia Schmid:
INRIA-LEAR'S Video Copy Detection System. TRECVID 2008 - 2007
- [j5]Hervé Jégou, Christine Guillemot:
Entropy Coding With Variable-Length Rewriting Systems. IEEE Trans. Commun. 55(3): 444-452 (2007) - [j4]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes. IEEE Trans. Inf. Theory 53(1): 368-377 (2007) - [c7]Hervé Jégou, Hedi Harzallah, Cordelia Schmid:
A contextual dissimilarity measure for accurate and efficient image search. CVPR 2007 - 2006
- [j3]Hervé Jégou, Christine Guillemot:
Progressive and Error-Resilient Transmission Strategies for VLC Encoded Signals over Noisy Channels. EURASIP J. Adv. Signal Process. 2006 (2006) - [j2]Hervé Jégou, Christine Guillemot:
Error-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms. IEEE Trans. Signal Process. 54(4): 1483-1493 (2006) - [c6]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint. ISIT 2006: 2338-2342 - [i2]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Synchronization recovery and state model reduction for soft decoding of variable length codes. CoRR abs/cs/0612059 (2006) - 2005
- [b1]Hervé Jégou:
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). University of Rennes 1, France, 2005 - [j1]Hervé Jégou, Christine Guillemot:
Robust multiplexed codes for compression of heterogeneous data. IEEE Trans. Inf. Theory 51(4): 1393-1407 (2005) - [c5]Hervé Jégou, Christine Guillemot:
Entropy coding with variable length re-writing systems. ISIT 2005: 1529-1533 - [i1]Hervé Jégou, Christine Guillemot:
Entropy coding with Variable Length Re-writing Systems. CoRR abs/cs/0508058 (2005) - 2004
- [c4]Hervé Jégou, Christine Guillemot:
Suffix-constrained codes for progressive and robust data compression: Self-multiplexed codes. EUSIPCO 2004: 1741-1744 - [c3]Hervé Jégou, Christine Guillemot:
First-order multiplexed source codes for error-resilient entropy coding. ISIT 2004: 430 - 2003
- [c2]Hervé Jégou, Christine Guillemot:
Error-resilient binary multiplexed source codes. ICASSP (4) 2003: 261-264 - [c1]Hervé Jégou, Christine Guillemot:
Source multiplexed codes for error-prone channels. ICC 2003: 3604-3608
Coauthor Index
[i62] [c93] [c92] [i59] [c87] [c86] [i54] [j28] [c83] [c81] [c79] [c78] [i49] [i45] [i43] [i42] [c76] [i39] [i38] [i36] [i35] [i34] [c75] [c73] [c72] [i33] [i30] [i26] [c70] [c69] [c68] [i25] [i24] [i23] [c65] [c63] [i21] [i20] [i19] [j20] [c61] [i15] [i13] [i11] [i9] [c48] [c45] [c41] [j13] [j12] [c26] [c25] [c23] [i5] [j11] [j8] [c20] [c19] [c16] [c15] [c14] [c13] [c11] [c10] [c8]
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