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2020 – today
- 2024
[j1]Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski:
DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. 2024 (2024)- [c5]Théo Moutakanni, Maxime Oquab, Marc Szafraniec, Maria Vakalopoulou, Piotr Bojanowski:
You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning. NeurIPS 2024 - [i9]François Porcher, Camille Couprie, Marc Szafraniec, Jakob Verbeek:
Better (pseudo-)labels for semi-supervised instance segmentation. CoRR abs/2403.11675 (2024) - [i8]Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski:
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR abs/2405.15613 (2024) - [i7]Théo Moutakanni, Maxime Oquab, Marc Szafraniec, Maria Vakalopoulou, Piotr Bojanowski:
You Don't Need Data-Augmentation in Self-Supervised Learning. CoRR abs/2406.09294 (2024) - [i6]Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu, Daniel Li, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski:
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment. CoRR abs/2412.16334 (2024) - 2023
- [c4]Marc Szafraniec, Baptiste Rozière, Hugh Leather, Patrick Labatut, François Charton, Gabriel Synnaeve:
Code Translation with Compiler Representations. ICLR 2023 - [i5]Maxime Oquab, Timothée Darcet, Théo Moutakanni
, Huy V. 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 G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski:
DINOv2: Learning Robust Visual Features without Supervision. CoRR abs/2304.07193 (2023) - 2022
- [i4]Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve:
Code Translation with Compiler Representations. CoRR abs/2207.03578 (2022) - 2021
- [c3]Marie-Anne Lachaux, Baptiste Rozière, Marc Szafraniec, Guillaume Lample:
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. NeurIPS 2021: 14967-14979 - [i3]Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample:
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. CoRR abs/2102.07492 (2021) - 2020
- [c2]Natalia Neverova, David Novotný, Marc Szafraniec, Vasil Khalidov, Patrick Labatut, Andrea Vedaldi:
Continuous Surface Embeddings. NeurIPS 2020 - [i2]Natalia Neverova, David Novotný, Vasil Khalidov, Marc Szafraniec, Patrick Labatut, Andrea Vedaldi:
Continuous Surface Embeddings. CoRR abs/2011.12438 (2020)
2010 – 2019
- 2017
- [c1]Marc Szafraniec, Gautier Marti, Philippe Donnat:
Putting Self-Supervised Token Embedding on the Tables. ICMLA 2017: 707-710 - [i1]Marc Szafraniec, Gautier Marti, Philippe Donnat:
Putting Self-Supervised Token Embedding on the Tables. CoRR abs/1708.04120 (2017)
Coauthor Index
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