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Spyros Gidaris
Spyros Gidaris
Research scientist at valeo.ai
E-mail confirmado em valeo.com
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Unsupervised representation learning by predicting image rotations
S Gidaris, P Singh, N Komodakis
International Conference on Learning Representations (ICLR) 2018, 2018
40362018
Dynamic few-shot visual learning without forgetting
S Gidaris, N Komodakis
Proceedings of the IEEE conference on computer vision and pattern …, 2018
14052018
Object detection via a multi-region and semantic segmentation-aware cnn model
S Gidaris, N Komodakis
Proceedings of the IEEE international conference on computer vision, 1134-1142, 2015
10132015
Personlab: Person pose estimation and instance segmentation with a bottom-up, part-based, geometric embedding model
G Papandreou, T Zhu, LC Chen, S Gidaris, J Tompson, K Murphy
Proceedings of the European conference on computer vision (ECCV), 269-286, 2018
7792018
Boosting few-shot visual learning with self-supervision
S Gidaris, A Bursuc, N Komodakis, P Pérez, M Cord
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
4932019
Generating classification weights with gnn denoising autoencoders for few-shot learning
S Gidaris, N Komodakis
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
3202019
Localizing objects with self-supervised transformers and no labels
O Siméoni, G Puy, HV Vo, S Roburin, S Gidaris, A Bursuc, P Pérez, ...
arXiv preprint arXiv:2109.14279, 2021
2132021
Detect, replace, refine: Deep structured prediction for pixel wise labeling
S Gidaris, N Komodakis
Proceedings of the IEEE conference on computer vision and pattern …, 2017
1902017
Locnet: Improving localization accuracy for object detection
S Gidaris, N Komodakis
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1892016
What to hide from your students: Attention-guided masked image modeling
I Kakogeorgiou, S Gidaris, B Psomas, Y Avrithis, A Bursuc, K Karantzalos, ...
European Conference on Computer Vision, 300-318, 2022
1572022
Learning representations by predicting bags of visual words
S Gidaris, A Bursuc, N Komodakis, P Pérez, M Cord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1262020
Image-to-lidar self-supervised distillation for autonomous driving data
C Sautier, G Puy, S Gidaris, A Boulch, A Bursuc, R Marlet
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1162022
Obow: Online bag-of-visual-words generation for self-supervised learning
S Gidaris, A Bursuc, G Puy, N Komodakis, M Cord, P Pérez
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1162021
Attend refine repeat: Active box proposal generation via in-out localization
S Gidaris, N Komodakis
British Machine Vision Conference (BMVC), 2016, 2016
1002016
Rangevit: Towards vision transformers for 3d semantic segmentation in autonomous driving
A Ando, S Gidaris, A Bursuc, G Puy, A Boulch, R Marlet
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
842023
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, 211-230, 2022
282022
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, 478-495, 2022
262022
Pop-3d: Open-vocabulary 3d occupancy prediction from images
A Vobecky, O Siméoni, D Hurych, S Gidaris, A Bursuc, P Pérez, J Sivic
Advances in Neural Information Processing Systems 36, 50545-50557, 2023
182023
Large-scale historical watermark recognition: dataset and a new consistency-based approach
X Shen, I Pastrolin, O Bounou, S Gidaris, M Smith, O Poncet, M Aubry
2020 25th International Conference on Pattern Recognition (ICPR), 6810-6817, 2021
182021
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
14*2024
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