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Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision


Jun 23, 2022
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Karteek Alahari


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Masked Siamese Networks for Label-Efficient Learning


Apr 14, 2022
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas


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Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision


Feb 22, 2022
Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski


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Augmenting Convolutional networks with attention-based aggregation


Dec 27, 2021
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou


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Towards Unsupervised Dense Information Retrieval with Contrastive Learning


Dec 16, 2021
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave


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XCiT: Cross-Covariance Image Transformers


Jun 18, 2021
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou


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Emerging Properties in Self-Supervised Vision Transformers


May 24, 2021
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

* 21 pages 

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ResMLP: Feedforward networks for image classification with data-efficient training


May 07, 2021
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou


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