Matthijs Douze
Matthijs Douze
Meta AI
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Cited by
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Product quantization for nearest neighbor search
H Jegou, M Douze, C Schmid
IEEE transactions on pattern analysis and machine intelligence 33 (1), 117-128, 2010
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
Aggregating local descriptors into a compact image representation
H Jégou, M Douze, C Schmid, P Pérez
2010 IEEE computer society conference on computer vision and pattern …, 2010
Aggregating local image descriptors into compact codes
H Jégou, F Perronnin, M Douze, J Sánchez, P Pérez, C Schmid
IEEE transactions on pattern analysis and machine intelligence 34 (9), 1704-1716, 2011
Hamming embedding and weak geometry consistency for large scale image search-extended version
H Jegou, M Douze, C Schmid
Billion-scale similarity search with gpus
J Johnson, M Douze, H Jégou
IEEE Transactions on Big Data 7 (3), 535-547, 2019
Deep clustering for unsupervised learning of visual features
M Caron, P Bojanowski, A Joulin, M Douze
Proceedings of the European conference on computer vision (ECCV), 132-149, 2018
Fasttext. zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
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
On the burstiness of visual elements
H Jégou, M Douze, C Schmid
2009 IEEE conference on computer vision and pattern recognition, 1169-1176, 2009
Evaluation of gist descriptors for web-scale image search
M Douze, H Jégou, H Sandhawalia, L Amsaleg, C Schmid
Proceedings of the ACM International Conference on Image and Video Retrieval …, 2009
Category-specific video summarization
D Potapov, M Douze, Z Harchaoui, C Schmid
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
Fixing the train-test resolution discrepancy
H Touvron, A Vedaldi, M Douze, H Jégou
Advances in neural information processing systems 32, 2019
Searching in one billion vectors: re-rank with source coding
H Jégou, R Tavenard, M Douze, L Amsaleg
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
Combining attributes and fisher vectors for efficient image retrieval
M Douze, A Ramisa, C Schmid
CVPR 2011, 745-752, 2011
Packing bag-of-features
H Jégou, M Douze, C Schmid
2009 IEEE 12th International Conference on Computer Vision, 2357-2364, 2009
Xcit: Cross-covariance image transformers
A Ali, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, I Laptev, ...
Advances in neural information processing systems 34, 20014-20027, 2021
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
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
An image-based approach to video copy detection with spatio-temporal post-filtering
M Douze, H Jégou, C Schmid
IEEE Transactions on Multimedia 12 (4), 257-266, 2010
White-box vs black-box: Bayes optimal strategies for membership inference
A Sablayrolles, M Douze, C Schmid, Y Ollivier, H Jégou
International Conference on Machine Learning, 5558-5567, 2019
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