| Attended temperature scaling: a practical approach for calibrating deep neural networks AS Mozafari, HS Gomes, W Leão, S Janny, C Gagné arXiv preprint arXiv:1810.11586, 2018 | 30 | 2018 |
| Eagle: Large-scale learning of turbulent fluid dynamics with mesh transformers S Janny, A Beneteau, M Nadri, J Digne, N Thome, C Wolf arXiv preprint arXiv:2302.10803, 2023 | 23 | 2023 |
| Deep KKL: Data-driven Output Prediction for Non-Linear Systems S Janny, V Andrieu, M Nadri, C Wolf Conference on Decision and Control (CDC), 2021 | 21 | 2021 |
| Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space S Janny, F Baradel, N Neverova, M Nadri, G Mori, C Wolf International Conference on Learning Representations, 2022 | 11 | 2022 |
| Deep learning-based output tracking via regulation and contraction theory S Zoboli, S Janny, M Giaccagli IFAC-PapersOnLine 56 (2), 8111-8116, 2023 | 9 | 2023 |
| A new loss function for temperature scaling to have better calibrated deep networks AS Mozafari, HS Gomes, S Janny, C Gagné arXiv preprint arXiv:1810.11586, 2018 | 7 | 2018 |
| Space and time continuous physics simulation from partial observations S Janny, M Nadri, J Digne, C Wolf International Conference on Learning Representation, 2024 | 4* | 2024 |
| Learning reduced nonlinear state-space models: an output-error based canonical approach S Janny, Q Possamaï, L Bako, C Wolf, M Nadri 2022 IEEE 61st Conference on Decision and Control (CDC), 150-155, 2022 | 4 | 2022 |
| Learning to estimate uav created turbulence from scene structure observed by onboard cameras Q Possamaï, S Janny, M Nadri, L Bako, C Wolf arXiv preprint arXiv:2203.14726, 2022 | 1 | 2022 |
| Identification and Simulation of Physical Systems with Structured Deep Learning and Inductive Knowledge S Janny INSA Lyon, 2024 | | 2024 |
| Deep Learning of a Communication Policy for an Event-Triggered Observer for Linear Systems M Marchand, V Andrieu, S Bertrand, S Janny, H Piet-Lahanier IFAC-PapersOnLine 56 (2), 5261-5268, 2023 | | 2023 |
| Informatique tronc commun-ITC-PSI, MP, PC S Janny, T Cherrière, J Redaud, W Shu-Quartier-dit-Maire Editions Ellipses, 2022 | | 2022 |
| MoCap-less Quantitative Evaluation of Ego-Pose Estimation Without Ground Truth Measurements Q Possamaï, S Janny, G Bono, M Nadri, L Bako, C Wolf arXiv preprint arXiv:2202.00403, 2022 | | 2022 |
| Physique-chimie PSI-PSI* Concours X, ENS, CentraleSupélec, Mines-Ponts, CCINP T Cherrière, A Daby-Seesaram, S Janny, J Redaud Ellipses, 2020 | | 2020 |
| Oraux corrigés et commentés de physique-chimie: PSI-PSI-X, ENS, CentraleSupélec, Mines-Ponts, CCINP S Janny, J Redaud, A Daby-Seesaram, T Cherrière Édition Marketing Ellipses, 2020 | | 2020 |
| Attended Temperature Scaling: A Practical Approach for Calibrating Deep Neural Networks A Sadat Mozafari, H Siqueira Gomes, W Leão, S Janny, C Gagné arXiv e-prints, arXiv: 1810.11586, 2018 | | 2018 |
