Timothée Darcet
- Vision Transformers Need Registers
2023/09/28 by Timothée Darcet, Maxime Oquab, Darcet, Timothée +5 · 12 voices · 223 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- DINOv2: Learning Robust Visual Features without Supervision
2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1845 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
2024/12/20 by Cijo Jose, Jose, Cijo, Théo Moutakanni +25 · 26 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
2024/05/24 by Huy V. Vo, Vo, Huy V., Vasil Khalidov +23 · 1 voice · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Cluster and Predict Latent Patches for Improved Masked Image Modeling
2025/02/12 by Timothée Darcet, Darcet, Timothée, Federico Baldassarre +7 · 2 voices · 6 citations
Engineering · #cs.CV #cs.AI