| DINOv2: Learning Robust Visual Features without Supervision M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ... Transactions on Machine Learning Research, 2023 | 7949* | 2023 |
| Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar J Tolan, HI Yang, B Nosarzewski, G Couairon, HV Vo, J Brandt, J Spore, ... Remote Sensing of Environment 300, 113888, 2024 | 291 | 2024 |
| DINOv3 O Siméoni, HV Vo, M Seitzer, F Baldassarre, M Oquab, C Jose, ... arXiv preprint arXiv:2508.10104, 2025 | 113 | 2025 |
| Unbiased single-cell morphology with self-supervised vision transformers M Doron, T Moutakanni, ZS Chen, N Moshkov, M Caron, H Touvron, ... bioRxiv, 2023.06. 16.545359, 2023 | 47* | 2023 |
| Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach HV Vo, V Khalidov, T Darcet, T Moutakanni, N Smetanin, M Szafraniec, ... Transactions on Machine Learning Research, 2024 | 46 | 2024 |
| DINOv2 Meets Text: A Unified Framework for Image-and Pixel-Level Vision-Language Alignment C Jose, T Moutakanni, D Kang, F Baldassarre, T Darcet, H Xu, D Li, ... arXiv preprint arXiv:2412.16334, 2024 | 44 | 2024 |
| Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning T Moutakanni, P Bojanowski, G Chassagnon, C Hudelot, A Joulin, ... arXiv preprint arXiv:2405.01469, 2024 | 21 | 2024 |
| You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning T Moutakanni, M Oquab, M Szafraniec, M Vakalopoulou, P Bojanowski The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 16* | 2024 |
| Planning with Reasoning using Vision Language World Model D Chen, T Moutakanni, W Chung, Y Bang, Z Ji, A Bolourchi, P Fung arXiv preprint arXiv:2509.02722, 2025 | 9* | 2025 |
| Scaling Channel-Adaptive Self-Supervised Learning AV De Lorenci, SE Yi, T Moutakanni, P Bojanowski, C Couprie, ... Transactions on Machine Learning Research, 2025 | 3* | 2025 |
| VL-JEPA: Joint Embedding Predictive Architecture for Vision-language D Chen, M Shukor, T Moutakanni, W Chung, J Yu, T Kasarla, A Bolourchi, ... arXiv preprint arXiv:2512.10942, 2025 | 1 | 2025 |
| Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy T Moutakanni, C Couprie, S Yi, M Doron, ZS Chen, N Moshkov, E Gardes, ... PLOS Computational Biology 21 (12), e1013828, 2025 | | 2025 |
Marc SzafraniecResearch Engineer, Facebook AI ResearchVerified email at fb.com
