| Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Díaz-Rodríguez Information fusion 58, 52-68, 2020 | 548 | 2020 |
| Generative models from the perspective of continual learning T Lesort, H Caselles-Dupré, M Garcia-Ortiz, A Stoian, D Filliat 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 182 | 2019 |
| Land cover maps production with high resolution satellite image time series and convolutional neural networks: Adaptations and limits for operational systems A Stoian, V Poulain, J Inglada, V Poughon, D Derksen Remote Sensing 11 (17), 1986, 2019 | 178 | 2019 |
| Regularization shortcomings for continual learning T Lesort, A Stoian, D Filliat arXiv preprint arXiv:1912.03049, 2019 | 48 | 2019 |
| Deep and low-level feature based attribute learning for person re-identification Y Chen, S Duffner, A Stoian, JY Dufour, A Baskurt Image and Vision Computing 79, 25-34, 2018 | 45 | 2018 |
| Continual learning for robotics T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Dıaz-Rodrıguez arXiv preprint arXiv:1907.00182, 1-34, 2019 | 40 | 2019 |
| Marginal replay vs conditional replay for continual learning T Lesort, A Gepperth, A Stoian, D Filliat International Conference on Artificial Neural Networks, 466-480, 2019 | 39 | 2019 |
| Fast action localization in large scale video archives A Stoian, M Ferecatu, J Benois-Pineau, M Crucianu Transactions on Circuits and Systems for Video Technology, 2015 | 29 | 2015 |
| Ship detection in sentinel 2 multi-spectral images with self-supervised learning A Ciocarlan, A Stoian Remote Sensing 13 (21), 4255, 2021 | 27 | 2021 |
| Deep neural networks for encrypted inference with tfhe A Stoian, J Frery, R Bredehoft, L Montero, C Kherfallah, ... International Symposium on Cyber Security, Cryptology, and Machine Learning …, 2023 | 23 | 2023 |
| Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations Y Chen, S Duffner, A Stoian, JY Dufour, A Baskurt 13th VISIGRAPP VISAPP 2018 5, 114-122, 2018 | 21 | 2018 |
| Training discriminative models to evaluate generative ones T Lesort, A Stoian, JF Goudou, D Filliat Artificial Neural Networks and Machine Learning–ICANN 2019: Image Processing …, 2019 | 18 | 2019 |
| Frugal Learning for Interactive Satellite Image Change Detection H Sahbi, S Deschamps, A Stoian 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2811 …, 2021 | 16 | 2021 |
| Privacy-preserving tree-based inference with fully homomorphic encryption J Frery, A Stoian, R Bredehoft, L Montero, C Kherfallah, ... Cryptology ePrint Archive, 2023 | 15 | 2023 |
| Concrete ML: a privacy-preserving machine learning library using fully homomorphic encryption for data scientists (2022) A Meyre, B Chevallier-Mames, J Frery, A Stoian, R Bredehoft, L Montero, ... | 15 | |
| Active learning for interactive satellite image change detection H Sahbi, S Deschamps, A Stoian arXiv preprint arXiv:2110.04250, 2021 | 7 | 2021 |
| Similarity learning with listwise ranking for person re-identification Y Chen, S Duffner, A Baskurt, A Stoian, JY Dufour 2018 25th IEEE international conference on image processing (ICIP), 843-847, 2018 | 7 | 2018 |
| Triplet CNN and pedestrian attribute recognition for improved person re-identification Y Chen, S Duffner, A Stoian, JY Dufour, A Baskurt 2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017 | 7 | 2017 |
| A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling G Sargent, KR Perez-Daniel, A Stoian, J Benois-Pineau, S Maabout, ... Multimedia Tools and Applications 75, 9073-9094, 2016 | 7 | 2016 |
| List-wise learning-to-rank with convolutional neural networks for person re-identification Y Chen, S Duffner, A Stoian, JY Dufour, A Baskurt Machine Vision and Applications 32, 1-14, 2021 | 6 | 2021 |
