| MIO-TCD: A new benchmark dataset for vehicle classification and localization Z Luo, F Branchaud-Charron, C Lemaire, J Konrad, S Li, A Mishra, ... IEEE Transactions on Image Processing 27 (10), 5129-5141, 2018 | 145 | 2018 |
| Spectral metric for dataset complexity assessment F Branchaud-Charron, A Achkar, PM Jodoin Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 32 | 2019 |
| A weakly supervised region-based active learning method for COVID-19 segmentation in CT images I Laradji, P Rodriguez, F Branchaud-Charron, K Lensink, P Atighehchian, ... arXiv preprint arXiv:2007.07012, 2020 | 24 | 2020 |
| Synbols: Probing learning algorithms with synthetic datasets A Lacoste, P Rodríguez López, F Branchaud-Charron, P Atighehchian, ... Advances in Neural Information Processing Systems 33, 134-146, 2020 | 22 | 2020 |
| Can active learning preemptively mitigate fairness issues? F Branchaud-Charron, P Atighehchian, P Rodríguez, G Abuhamad, ... arXiv preprint arXiv:2104.06879, 2021 | 17 | 2021 |
| Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning A Kirsch, S Farquhar, P Atighehchian, A Jesson, F Branchaud-Charron, ... arXiv preprint arXiv:2106.12059, 2021 | 15 | 2021 |
| Baal, a bayesian active learning library P Atighehchian, F Branchaud-Charron, J Freyberg, R Pardinas, L Schell, ... GitHub. https://github. com/ElementAI/baal/ GRS, 2019 | 15 | 2019 |
| Bayesian active learning for production, a systematic study and a reusable library P Atighehchian, F Branchaud-Charron, A Lacoste arXiv preprint arXiv:2006.09916, 2020 | 14 | 2020 |
| Azimuth: Systematic error analysis for text classification G Gauthier-Melançon, OM Ayala, L Brin, C Tyler, F Branchaud-Charron, ... arXiv preprint arXiv:2212.08216, 2022 | 4 | 2022 |
| Method and server for optimizing hyperparameter tuples for training production-grade artificial intelligence (AI) F Branchaud-charron, P Atighehchian, J Freyberg, L Schell US Patent 11,537,886, 2022 | 2 | 2022 |
| Method and system for improving quality of a dataset F Branchaud-charron, P Atighehchian, J Freyberg, L Schell US Patent App. 16/779,522, 2021 | 2 | 2021 |
| Method and server for managing a dataset in the context of artificial intelligence F Branchaud-charron, P Atighehchian, J Freyberg, L Schell US Patent 11,727,285, 2023 | | 2023 |
| Classification Evaluation and Improvement in Machine Learning Models LD Brin, JB Marinier, UDV Le, CJ Tyler, P Atighehchian, ... US Patent App. 17/500,721, 2023 | | 2023 |
| ESTIMATION DE COMPLEXITÉ ET LOCALISATION DE VÉHICULES À L’AIDE DE L’APPRENTISSAGE PROFOND F Branchaud-Charron | | |
