| Augmenting physical models with deep networks for complex dynamics forecasting Y Yin, V Le Guen, J Dona, E De Bézenac, I Ayed, N Thome, P Gallinari Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124012, 2021 | 197 | 2021 |
| Continuous pde dynamics forecasting with implicit neural representations Y Yin, M Kirchmeyer, JY Franceschi, A Rakotomamonjy, P Gallinari arXiv preprint arXiv:2209.14855, 2022 | 79 | 2022 |
| Local feature approach to dorsal hand vein recognition by centroid-based circular key-point grid and fine-grained matching D Huang, R Zhang, Y Yin, Y Wang, Y Wang Image and Vision Computing 58, 266-277, 2017 | 46 | 2017 |
| Leads: Learning dynamical systems that generalize across environments Y Yin, I Ayed, E de Bézenac, N Baskiotis, P Gallinari Advances in Neural Information Processing Systems 34, 7561-7573, 2021 | 44 | 2021 |
| Generalizing to new physical systems via context-informed dynamics model M Kirchmeyer, Y Yin, J Donà, N Baskiotis, A Rakotomamonjy, P Gallinari International Conference on Machine Learning, 11283-11301, 2022 | 43 | 2022 |
| Operator learning with neural fields: Tackling pdes on general geometries L Serrano, L Le Boudec, A Kassaï Koupaï, TX Wang, Y Yin, JN Vittaut, ... Advances in Neural Information Processing Systems 36, 70581-70611, 2023 | 36 | 2023 |
| Exemplars and counterexemplars explanations for image classifiers, targeting skin lesion labeling C Metta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo 2021 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2021 | 20 | 2021 |
| Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti International Journal of Data Science and Analytics, 1-13, 2023 | 17 | 2023 |
| Advancing dermatological diagnostics: interpretable AI for enhanced skin lesion classification C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti Diagnostics 14 (7), 753, 2024 | 10 | 2024 |
| Explainable deep image classifiers for skin lesion diagnosis C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti arXiv preprint arXiv:2111.11863, 2021 | 10 | 2021 |
| Multi-scale physical representations for approximating pde solutions with graph neural operators L Migus, Y Yin, JA Mazari, P Gallinari Topological, Algebraic and Geometric Learning Workshops 2022, 332-340, 2022 | 9 | 2022 |
| Infinity: Neural field modeling for reynolds-averaged navier-stokes equations L Serrano, L Migus, Y Yin, JA Mazari, P Gallinari arXiv preprint arXiv:2307.13538, 2023 | 7 | 2023 |
| Time series continuous modeling for imputation and forecasting with implicit neural representations EL Naour, L Serrano, L Migus, Y Yin, G Agoua, N Baskiotis, P Gallinari, ... arXiv preprint arXiv:2306.05880, 2023 | 7 | 2023 |
| Exemplars and counterexemplars explanations for skin lesion classifiers C Metta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo HHAI2022: Augmenting Human Intellect, 258-260, 2022 | 6 | 2022 |
| Unsupervised inpainting for occluded sea surface temperature sequences Y Yin, A Pajot, ED Bézenac, P Gallinari Clim. Inform, 2019 | 6 | 2019 |
| PPT: Pre-Training with Pseudo-Labeled Trajectories for Motion Forecasting Y Xu, Y Yin, TH Vu, A Boulch, É Zablocki, M Cord arXiv preprint arXiv:2412.06491, 2024 | 1 | 2024 |
| Physics-Aware Deep Learning and Dynamical Systems: Hybrid Modeling and Generalization Y Yin Sorbonne Université, 2023 | 1 | 2023 |
| Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning A Kassaï Koupaï, J Mifsut Benet, Y Yin, JN Vittaut, P Gallinari Advances in Neural Information Processing Systems 37, 70659-70692, 2024 | | 2024 |
| Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods LL Boudec, E De Bézenac, L Serrano, RD Regueiro-Espino, Y Yin, ... arXiv preprint arXiv:2410.06820, 2024 | | 2024 |
| GEPS: Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning A Kassaï Koupaï, J Misfut Benet, Y Yin, JN Vittaut, P Gallinari arXiv e-prints, arXiv: 2410.23889, 2024 | | 2024 |
Patrick GallinariProfessor Sorbonne University / Criteo AI LabDirección de correo verificada de sorbonne-universite.fr
