Padim: a patch distribution modeling framework for anomaly detection and localization T Defard, A Setkov, A Loesch, R Audigier International Conference on Pattern Recognition, 475-489, 2021 | 642 | 2021 |
Unsupervised domain adaptation for person re-identification through source-guided pseudo-labeling F Dubourvieux, R Audigier, A Loesch, S Ainouz, S Canu 2020 25th International Conference on Pattern Recognition (ICPR), 4957-4964, 2021 | 23 | 2021 |
Vulnerability of person re-identification models to metric adversarial attacks Q Bouniot, R Audigier, A Loesch Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 22 | 2020 |
Generic edgelet-based tracking of 3D objects in real-time A Loesch, S Bourgeois, V Gay-Bellile, M Dhome 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015 | 16 | 2015 |
Improving unsupervised domain adaptive re-identification via source-guided selection of pseudo-labeling hyperparameters F Dubourvieux, A Loesch, R Audigier, S Ainouz, S Canu IEEE Access 9, 149780-149795, 2021 | 10 | 2021 |
End-to-end person search sequentially trained on aggregated dataset A Loesch, J Rabarisoa, R Audigier 2019 IEEE International Conference on Image Processing (ICIP), 4574-4578, 2019 | 10 | 2019 |
A formal approach to good practices in pseudo-labeling for unsupervised domain adaptive re-identification F Dubourvieux, R Audigier, A Loesch, S Ainouz, S Canu Computer Vision and Image Understanding 223, 103527, 2022 | 9 | 2022 |
Brightflow: Brightness-change-aware unsupervised learning of optical flow R Marsal, F Chabot, A Loesch, H Sahbi Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 8 | 2023 |
Optimal transport as a defense against adversarial attacks Q Bouniot, R Audigier, A Loesch 2020 25th International Conference on Pattern Recognition (ICPR), 5044-5051, 2021 | 8 | 2021 |
PaDiM: A Patch Distribution Modeling Framework for Anomaly Detection and Localization. arXiv 2020 T Defard, A Setkov, A Loesch, R Audigier arXiv preprint arXiv:2011.08785, 0 | 8 | |
Improving few-shot learning through multi-task representation learning theory Q Bouniot, I Redko, R Audigier, A Loesch, A Habrard European Conference on Computer Vision, 435-452, 2022 | 7 | 2022 |
Localization of 3D objects using model-constrained SLAM A Loesch, S Bourgeois, V Gay-Bellile, O Gomez, M Dhome Machine Vision and Applications 29 (7), 1041-1068, 2018 | 7 | 2018 |
Describe me if you can! Characterized instance-level human parsing A Loesch, R Audigier 2021 IEEE International Conference on Image Processing (ICIP), 2528-2532, 2021 | 6 | 2021 |
Towards few-annotation learning for object detection: are transformer-based models more efficient? Q Bouniot, A Loesch, R Audigier, A Habrard Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 5 | 2023 |
Towards better understanding meta-learning methods through multi-task representation learning theory Q Bouniot, I Redko, R Audigier, A Loesch, Y Zotkin, A Habrard arXiv preprint arXiv:2010.01992, 2020 | 5 | 2020 |
Object-centric and memory-guided normality reconstruction for video anomaly detection K Bergaoui, Y Naji, A Setkov, A Loesch, M Gouiffès, R Audigier 2022 IEEE International Conference on Image Processing (ICIP), 2691-2695, 2022 | 4 | 2022 |
Cumulative unsupervised multi-domain adaptation for Holstein cattle re-identification F Dubourvieux, G Lapouge, A Loesch, B Luvison, R Audigier Artificial Intelligence in Agriculture 10, 46-60, 2023 | 1 | 2023 |
Proposal-contrastive pretraining for object detection from fewer data Q Bouniot, R Audigier, A Loesch, A Habrard arXiv preprint arXiv:2310.16835, 2023 | 1 | 2023 |
Spatio-temporal predictive tasks for abnormal event detection in videos Y Naji, A Setkov, A Loesch, M Gouiffès, R Audigier 2022 18th IEEE International Conference on Advanced Video and Signal Based …, 2022 | 1 | 2022 |
Towards the engineering of trustworthy AI applications for critical systems-The Confiance. ai program M Adedjouma, JL Adam, P Aknin, C Alix, X Baril, G Bernard, Y Bonhomme, ... | 1 | 2022 |