Marc Szafraniec

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Unlabeled Instances

Visual Features

Partially Labeled

Denotational Semantics

Top Venues

Publications

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)
Huy 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 (2024)
François Porcher, Camille Couprie, Marc Szafraniec, Jakob Verbeek
Better (pseudo-)labels for semi-supervised instance segmentation. CoRR (2024)
Théo Moutakanni, Maxime Oquab, Marc Szafraniec, Maria Vakalopoulou, Piotr Bojanowski
You Don't Need Data-Augmentation in Self-Supervised Learning. CoRR (2024)
Marc Szafraniec, Baptiste Rozière, Hugh Leather, Patrick Labatut, François Charton, Gabriel Synnaeve
Code Translation with Compiler Representations. ICLR (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 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 (2023)
Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve
Code Translation with Compiler Representations. CoRR (2022)
Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. CoRR (2021)
Marie-Anne Lachaux, Baptiste Rozière, Marc Szafraniec, Guillaume Lample
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. NeurIPS (2021)
Natalia Neverova, David Novotný, Vasil Khalidov, Marc Szafraniec, Patrick Labatut, Andrea Vedaldi
Continuous Surface Embeddings. CoRR (2020)
Natalia Neverova, David Novotný, Marc Szafraniec, Vasil Khalidov, Patrick Labatut, Andrea Vedaldi
Continuous Surface Embeddings. NeurIPS (2020)
Marc Szafraniec, Gautier Marti, Philippe Donnat
Putting Self-Supervised Token Embedding on the Tables. ICMLA (2017)
Marc Szafraniec, Gautier Marti, Philippe Donnat
Putting Self-Supervised Token Embedding on the Tables. CoRR (2017)