Vision Transformers Need Registers. - Timothée Darcet; Maxime Oquab; Julien Mairal; Piotr Bojanowski (ICLR, 2024)

DINOv2: Learning Robust Visual Features without Supervision. - 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; et al. (Trans. Mach. Learn. Res., 2024)

Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. - 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; et al. (Trans. Mach. Learn. Res., 2024)

DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment. - Cijo Jose; Théo Moutakanni; Dahyun Kang; Federico Baldassarre; Timothée Darcet; Hu Xu 001; Daniel Li 006; Marc Szafraniec; Michaël Ramamonjisoa; Maxime Oquab; Oriane Siméoni; Huy V. Vo; et al. (CVPR, 2025)

Cluster and Predict Latents Patches for Improved Masked Image Modeling. - Timothée Darcet; Federico Baldassarre; Maxime Oquab; Julien Mairal; Piotr Bojanowski (Trans. Mach. Learn. Res., 2025)

Cluster and Predict Latent Patches for Improved Masked Image Modeling. - Timothée Darcet; Federico Baldassarre; Maxime Oquab; Julien Mairal; Piotr Bojanowski (CoRR, 2025)