Postdoc

DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
CVPR 2025 - Locked-image tuning for vision-language alignment using a DINOv2 backbone and a few tricks on top.
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
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DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
Cluster and Predict Latents Patches for Improved Masked Image Modeling
TMLR 2025 - Stable training of dense image representations using a clustering loss on ViT patch tokens.
Timothée Darcet, Federico Baldassarre, Maxime Oquab, Julien Mairal, Piotr Bojanowski
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Cluster and Predict Latents Patches for Improved Masked Image Modeling