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


Feb 16, 2022
Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Mannat Singh, 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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Revisiting Weakly Supervised Pre-Training of Visual Perception Models


Jan 20, 2022
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten

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Early Convolutions Help Transformers See Better


Jul 12, 2021
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross Girshick

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MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding


Apr 26, 2021
Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion

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Fast and Accurate Model Scaling


Mar 11, 2021
Piotr Dollár, Mannat Singh, Ross Girshick

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* CVPR 2021 

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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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