Maxime Oquab
- Vision Transformers Need Registers
2023/09/28 by Timothée Darcet, Darcet, Timothée, Maxime Oquab +5 · 12 voices · 200 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 · 1647 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Revisiting Classifier Two-Sample Tests
2016/10/20 by David López-Paz, Lopez-Paz, David, Maxime Oquab +1 · 23 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare
- 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 · 25 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, Vasil Khalidov, Vo, Huy V. +23 · 1 voice · 10 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
- ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization
2016/09/14 by Vadim Kantorov, Kantorov, Vadim, Maxime Oquab +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Cluster and Predict Latent Patches for Improved Masked Image Modeling
2025/02/12 by Timothée Darcet, Darcet, Timothée, Federico Baldassarre +7 · 2 voices · 5 citations
Engineering · #cs.CV #cs.AI
- Co-training 2L Submodels for Visual Recognition
2022/12/09 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
- Learning about an exponential amount of conditional distributions
2019/02/22 by Mohamed Ishmael Belghazi, Belghazi, Mohamed Ishmael, Maxime Oquab +5 · 1 citation
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis