Timothée Darcet

12 papers A* 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cluster and Predict Latent Patches for Improved Masked Image Modeling.
CoRR
Timothée Darcet, Federico Baldassarre, Maxime Oquab, Julien Mairal, Piotr Bojanowski
2025 J jnl
Cluster and Predict Latents Patches for Improved Masked Image Modeling.
Trans. Mach. Learn. Res.
Timothée Darcet, Federico Baldassarre, Maxime Oquab, Julien Mairal, Piotr Bojanowski
2025 A* conf
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment.
CVPR
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
2025 J jnl
DINOv3.
CoRR
Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seung Eun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan, John Brandt, Camille Couprie, Julien Mairal, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
2025 — —
Discovering Complex Structures in Images using Large-Scale Self-Supervised Learning. (Apprentissage autosupervisé pour la découverte de structures complexes dans des images).
Timothée Darcet
2024 J jnl
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach.
CoRR
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
2024 J jnl
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach.
Trans. Mach. Learn. Res.
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
2024 J jnl
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment.
CoRR
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
2024 J jnl
DINOv2: Learning Robust Visual Features without Supervision.
Trans. Mach. Learn. Res.
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
2024 A* conf
Vision Transformers Need Registers.
ICLR
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski
2023 J jnl
DINOv2: Learning Robust Visual Features without Supervision.
CoRR
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
2023 J jnl
Vision Transformers Need Registers.
CoRR
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski