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Few-shot Learning with Retrieval Augmented Language Models


Aug 08, 2022
Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave


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Improving Wikipedia Verifiability with AI


Jul 08, 2022
Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel


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OmniMAE: Single Model Masked Pretraining on Images and Videos


Jun 16, 2022
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra


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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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Omnivore: A Single Model for Many Visual Modalities


Jan 20, 2022
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra


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Detecting Twenty-thousand Classes using Image-level Supervision


Jan 10, 2022
Xingyi Zhou, Rohit Girdhar, Armand Joulin, Phillip Krähenbühl, Ishan Misra

* Code is available at https://github.com/facebookresearch/Detic 

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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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