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Picture for Mathilde Caron

Emerging Properties in Self-Supervised Vision Transformers


Apr 29, 2021
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

* 21 pages 

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Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples


Apr 28, 2021
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat


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Self-supervised Pretraining of Visual Features in the Wild


Mar 05, 2021
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski


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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments


Jul 17, 2020
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin


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Pruning Convolutional Neural Networks with Self-Supervision


Jan 10, 2020
Mathilde Caron, Ari Morcos, Piotr Bojanowski, Julien Mairal, Armand Joulin


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Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training of Visual Features


May 03, 2019
Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin


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Deep Clustering for Unsupervised Learning of Visual Features


Jul 15, 2018
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

* Accepted at ECCV 2018 

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