Marc Szafraniec
- DINOv2: Learning Robust Visual Features without Supervision
2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1663 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
2021/02/15 by Baptiste Roziere, Roziere, Baptiste, Marie-Anne Lachaux +5 · 1 voice · 8 citations
#cs.CL
- V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
2025/06/11 by Adrien Bardes, Assran, Mido, Bardes, Adrien +54 · 125 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI
- 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
- Disentangling the Factors of Convergence between Brains and Computer Vision Models
2025/08/25 by Joséphine Raugel, Raugel, Joséphine, Marc Szafraniec +13 · 3 voices · 7 citations
#cs.AI #q-bio.NC
- 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 · 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
- Continuous Surface Embeddings
2020/11/24 by Natalia Neverova, David Novotný, Neverova, Natalia +9 · 4 citations
Computer Science · Engineering · #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
- Misalignment Between Backpropagation and the Hierarchy of Brain Responses to Images
2026/05/27 by Joséphine Raugel, Maximilian Seitzer, Marc Szafraniec +6 · 3 voices
#q-bio.NC #cs.AI