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Hervé Jégou
Person information
- 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]