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Piotr Bojanowski

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Vision Transformers Need Registers

Sep 28, 2023
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski

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Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions

Apr 18, 2023
Lina Mezghani, Piotr Bojanowski, Karteek Alahari, Sainbayar Sukhbaatar

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Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar

Apr 17, 2023
Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Theo Moutakanni, Piotr Bojanowski, Tracy Johns, Brian White, Tobias Tiecke, Camille Couprie

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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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Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Jan 19, 2023
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael Rabbat, Yann LeCun, Nicolas Ballas

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Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping

Jan 05, 2023
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Alessandro Lazaric, Karteek Alahari

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Co-training $2^L$ Submodels for Visual Recognition

Dec 09, 2022
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou

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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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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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