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Alaaeldin El-Nouby

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Scalable Pre-training of Large Autoregressive Image Models

Jan 16, 2024
Alaaeldin El-Nouby, Michal Klein, Shuangfei Zhai, Miguel Angel Bautista, Alexander Toshev, Vaishaal Shankar, Joshua M Susskind, Armand Joulin

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ImageBind: One Embedding Space To Bind Them All

May 09, 2023
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra

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DINOv2: Learning Robust Visual Features without Supervision

Apr 14, 2023
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jegou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski

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Are Visual Recognition Models Robust to Image Compression?

Apr 10, 2023
João Maria Janeiro, Stanislav Frolov, Alaaeldin El-Nouby, Jakob Verbeek

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Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models

Jan 28, 2023
Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich, Hervé Jégou, Jakob Verbeek

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Image Compression with Product Quantized Masked Image Modeling

Dec 14, 2022
Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou

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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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Three things everyone should know about Vision Transformers

Mar 18, 2022
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou

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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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