Hervé Jégou
Hervé Jégou
Facebook AI Research
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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
23632010
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
20872008
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
20072011
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
14822012
Improving bag-of-features for large scale image search
H Jégou, M Douze, C Schmid
International journal of computer vision 87 (3), 316-336, 2010
8862010
Word translation without parallel data
A Conneau, G Lample, MA Ranzato, L Denoyer, H Jégou
International Conference on Learning Representations (ICLR 2018), 2018
8602018
Particular object retrieval with integral max-pooling of CNN activations
G Tolias, R Sicre, H Jégou
International Conference on Learning Representations (ICLR), 2016
6382016
Billion-scale similarity search with GPUs
J Johnson, M Douze, H Jégou
IEEE Transactions on Big Data, 2019
5772019
On the burstiness of visual elements
H Jégou, M Douze, C Schmid
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 1169 …, 2009
5162009
FastText.zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
4832016
Better exploiting motion for better action recognition
M Jain, H Jégou, P Bouthemy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), 2555 …, 2013
4582013
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
4572009
Negative evidences and co-occurences in image retrieval: The benefit of PCA and whitening
H Jégou, O Chum
European Conference on Computer Vision (ECCV 2012), 774-787, 2012
3842012
Locality sensitive hashing: A comparison of hash function types and querying mechanisms
L Paulevé, H Jégou, L Amsaleg
Pattern recognition letters 31 (11), 1348-1358, 2010
3212010
A contextual dissimilarity measure for accurate and efficient image search
H Jegou, H Harzallah, C Schmid
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2822007
Action localization with tubelets from motion
M Jain, J Van Gemert, H Jégou, P Bouthemy, CGM Snoek
Proceedings of the IEEE conference on computer vision and pattern …, 2014
2742014
Triangulation embedding and democratic aggregation for image search
H Jégou, A Zisserman
Proceedings of the IEEE conference on computer vision and pattern …, 2014
2482014
Revisiting the VLAD image representation
J Delhumeau, PH Gosselin, H Jégou, P Pérez
ACM international conference on Multimedia, 653-656, 2013
2472013
Accurate image search using the contextual dissimilarity measure
H Jegou, C Schmid, H Harzallah, J Verbeek
IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (1), 2-11, 2010
2462010
Searching in one billion vectors: re-rank with source coding
H Jégou, R Tavenard, M Douze, L Amsaleg
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2011
2322011
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