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Oriane Siméoni
Oriane Siméoni
valeo.ai
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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
1402021
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
812021
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
772019
Tracking global gene expression responses in T cell differentiation
O Simeoni, V Piras, M Tomita, K Selvarajoo
Gene 569 (2), 259-266, 2015
222015
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
212023
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
192022
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
18*2018
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
172022
Graph-based particular object discovery
O Siméoni, A Iscen, G Tolias, Y Avrithis, O Chum
Machine Vision and Applications 30 (2), 243-254, 2019
92019
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
52023
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
42024
CLIP-DINOiser: Teaching CLIP a few DINO tricks
M Wysoczańska, O Siméoni, M Ramamonjisoa, A Bursuc, T Trzciński, ...
arXiv preprint arXiv:2312.12359, 2023
22023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
O Siméoni, É Zablocki, S Gidaris, G Puy, P Pérez
arXiv preprint arXiv:2310.12904, 2023
22023
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
12023
Robust image representation for classification, retrieval and object discovery
O Siméoni
Rennes 1, 2020
12020
Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving
G Puy, S Gidaris, A Boulch, O Siméoni, C Sautier, P Pérez, A Bursuc, ...
arXiv preprint arXiv:2310.17504, 2023
2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
S Gidaris, A Bursuc, O Simeoni, A Vobecky, N Komodakis, M Cord, ...
arXiv preprint arXiv:2307.09361, 2023
2023
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