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Marc Szafraniec
Marc Szafraniec
Research Engineer, Facebook AI Research
Verified email at fb.com - Homepage
Title
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Year
Dinov2: Learning robust visual features without supervision
M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ...
arXiv preprint arXiv:2304.07193, 2023
2727*2023
DOBF: A deobfuscation pre-training objective for programming languages
MA Lachaux, B Roziere, M Szafraniec, G Lample
Advances in Neural Information Processing Systems 34, 14967-14979, 2021
157*2021
Continuous surface embeddings
N Neverova, D Novotny, M Szafraniec, V Khalidov, P Labatut, A Vedaldi
Advances in Neural Information Processing Systems 33, 17258-17270, 2020
842020
Code translation with compiler representations
M Szafraniec, B Roziere, H Leather, F Charton, P Labatut, G Synnaeve
arXiv preprint arXiv:2207.03578, 2022
732022
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
HV Vo, V Khalidov, T Darcet, T Moutakanni, N Smetanin, M Szafraniec, ...
arXiv preprint arXiv:2405.15613, 2024
112024
You Don't Need Data-Augmentation in Self-Supervised Learning
T Moutakanni, M Oquab, M Szafraniec, M Vakalopoulou, P Bojanowski
arXiv preprint arXiv:2406.09294, 2024
32024
Putting self-supervised token embedding on the tables
M Szafraniec, G Marti, P Donnat
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
12017
DINOv2 Meets Text: A Unified Framework for Image-and Pixel-Level Vision-Language Alignment
C Jose, T Moutakanni, D Kang, F Baldassarre, T Darcet, H Xu, D Li, ...
arXiv preprint arXiv:2412.16334, 2024
2024
Better (pseudo-) labels for semi-supervised instance segmentation
F Porcher, C Couprie, M Szafraniec, J Verbeek
arXiv preprint arXiv:2403.11675, 2024
2024
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