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The Hidden Uniform Cluster Prior in Self-Supervised Learning


Oct 13, 2022
Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael Rabbat, Nicolas Ballas

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Multiplane NeRF-Supervised Disentanglement of Depth and Camera Pose from Videos


Oct 13, 2022
Yang Fu, Ishan Misra, Xiaolong Wang

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* Project page: https://oasisyang.github.io/self-mpinerf 

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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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A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments


Feb 16, 2022
Randall Balestriero, Ishan Misra, Yann LeCun

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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

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

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