| Localizing Objects with Self-Supervised Transformers and no Labels O Siméoni, G Puy, HV Vo, S Roburin, S Gidaris, A Bursuc, P Pérez, ... BMVC 2021, 2021 | 211 | 2021 |
| Rethinking deep active learning: Using unlabeled data at model training O Siméoni, M Budnik, Y Avrithis, G Gravier 2020 25th International Conference on Pattern Recognition (ICPR), 1220-1227, 2021 | 93 | 2021 |
| Local features and visual words emerge in activations O Siméoni, Y Avrithis, O Chum Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 88 | 2019 |
| Unsupervised Object Localization: Observing the Background to Discover Objects O Siméoni, C Sekkat, G Puy, A Vobecký, É Zablocki, P Pérez Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 56 | 2023 |
| Active Learning Strategies for Weakly-Supervised Object Detection HV Vo, O Siméoni, S Gidaris, A Bursuc, P Pérez, J Ponce European Conference on Computer Vision, 2022 | 29 | 2022 |
| POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images A Vobecký, O Siméoni, D Hurych, S Gidaris, A Bursuc, P Pérez, J Sivic Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 26 | 2023 |
| Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation A Vobecky, D Hurych, O Siméoni, S Gidaris, A Bursuc, P Pérez, J Sivic European Conference on Computer Vision, 2022, 2022 | 26 | 2022 |
| Tracking global gene expression responses in T cell differentiation O Simeoni, V Piras, M Tomita, K Selvarajoo Gene 569 (2), 259-266, 2015 | 22 | 2015 |
| CLIP-DINOiser: Teaching CLIP a few DINO tricks M Wysoczańska, O Siméoni, M Ramamonjisoa, A Bursuc, T Trzciński, ... European Conference on Computer Vision (ECCV), 2024, 2024 | 21* | 2024 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free M Wysoczańska, M Ramamonjisoa, T Trzciński, O Siméoni 2024 IEEE Winter Conference on Applications of Computer Vision (WACV), 2024 | 19 | 2024 |
| Unsupervised object discovery for instance recognition O Siméoni, A Iscen, G Tolias, Y Avrithis, O Chum 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1745-1754, 2018 | 19* | 2018 |
| Three pillars improving vision foundation model distillation for lidar G Puy, S Gidaris, A Boulch, O Siméoni, C Sautier, P Pérez, A Bursuc, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 16* | 2024 |
| Graph-based particular object discovery O Siméoni, A Iscen, G Tolias, Y Avrithis, O Chum Machine Vision and Applications 30 (2), 243-254, 2019 | 9 | 2019 |
| Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey O Siméoni, É Zablocki, S Gidaris, G Puy, P Pérez International Journal of Computer Vision (IJCV), 2024, 2024 | 6 | 2024 |
| You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation N Samet, O Siméoni, G Puy, G Ponimatkin, R Marlet, V Lepetit International Conference on Computer Vision, 2023, 2023 | 3 | 2023 |
| A Study of Test-time Contrastive Concepts for Open-world, Open-vocabulary Semantic Segmentation M Wysoczańska, A Vobecky, A Cardiel, T Trzciński, R Marlet, A Bursuc, ... arXiv preprint arXiv:2407.05061, 2024 | 1 | 2024 |
| Valeo4Cast: A Modular Approach to End-to-End Forecasting Y Xu, É Zablocki, A Boulch, G Puy, M Chen, F Bartoccioni, N Samet, ... arXiv preprint arXiv:2406.08113, 2024 | 1 | 2024 |
| Robust image representation for classification, retrieval and object discovery O Siméoni Université rennes1, 2020 | 1 | 2020 |
| Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation A Vobecky, D Hurych, O Siméoni, S Gidaris, A Bursuc, P Pérez, J Sivic International Journal of Computer Vision, 1-23, 2025 | | 2025 |
| 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 | | 2024 |
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