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Hervé Jégou
Hervé Jégou
FAIR
Подтвержден адрес электронной почты в домене meta.com
Название
Процитировано
Процитировано
Год
Training data-efficient image transformers & distillation through attention
H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou
International conference on machine learning, 10347-10357, 2021
80632021
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
ICCV 2021 & arXiv preprint arXiv:2104.14294, 2021
65022021
Product quantization for nearest neighbor search
H Jegou, M Douze, C Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (1), 117-128, 2011
47192011
Billion-scale similarity search with GPUs
J Johnson, M Douze, H Jégou
IEEE Transactions on Big Data, 2021
44662021
Aggregating local descriptors into a compact image representation
H Jegou, M Douze, C Schmid, P Pérez
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), 3304 …, 2010
33622010
Dinov2: Learning robust visual features without supervision
M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ...
arXiv preprint arXiv:2304.07193, 2023
3178*2023
Aggregating local image descriptors into compact codes
H Jegou, F Perronnin, M Douze, J Sánchez, P Perez, C Schmid
IEEE transactions on pattern analysis and machine intelligence 34 (9), 1704-1716, 2012
30282012
Hamming embedding and weak geometric consistency for large scale image search
H Jegou, M Douze, C Schmid
European Conference on Computer Vision (ECCV) 5302 (Part I), 304-317, 2008
24822008
FastText.zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
18302016
Word translation without parallel data
A Conneau, G Lample, MA Ranzato, L Denoyer, H Jégou
International Conference on Learning Representations (ICLR 2018), 2018
13592018
Going deeper with image transformers
H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou
International Conference on Computer Vision (ICCV'2021), 2021
12582021
Particular object retrieval with integral max-pooling of CNN activations
G Tolias, R Sicre, H Jégou
International Conference on Learning Representations (ICLR), 2016
12232016
Improving bag-of-features for large scale image search
H Jégou, M Douze, C Schmid
International journal of computer vision 87, 316-336, 2010
9822010
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
B Graham, A El-Nouby, H Touvron, P Stock, A Joulin, H Jégou, M Douze
ICCV 2021 & arXiv preprint arXiv:2104.01136, 2021
7722021
Fixing the train-test resolution discrepancy
H Touvron, A Vedaldi, M Douze, H Jégou
Advances in Neural Information Processing Systems (Neurips 2019), 2019
6762019
Resmlp: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
IEEE transactions on pattern analysis and machine intelligence 45 (4), 5314-5321, 2022
6632022
Word translation without parallel data
G Lample, A Conneau, MA Ranzato, L Denoyer, H Jégou
International conference on learning representations, 2018
6502018
On the burstiness of visual elements
H Jégou, M Douze, C Schmid
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 1169 …, 2009
5782009
Resnet strikes back: An improved training procedure in timm
R Wightman, H Touvron, H Jégou
Neurips Workshop - preprint arXiv:2110.00476, 2021
5562021
Evaluation of GIST descriptors for web-scale image search
M Douze, H Jégou, H Sandhawalia, L Amsaleg, C Schmid
ACM International Conference on Image and Video Retrieval, 19, 2009
5512009
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