| Unsupervised scalable representation learning for multivariate time series JY Franceschi, A Dieuleveut, M Jaggi Advances in Neural Information Processing Systems, 4650-4661, 2019 | 443 | 2019 |
| Stochastic latent residual video prediction JY Franceschi, E Delasalles, M Chen, S Lamprier, P Gallinari International Conference on Machine Learning, 3233-3246, 2020 | 161 | 2020 |
| Robustness of classifiers to uniform and Gaussian noise JY Franceschi, A Fawzi, O Fawzi Proceedings of the Twenty-First International Conference on Artificial …, 2018 | 52 | 2018 |
| A simple push-pull algorithm for blue-noise sampling AGM Ahmed, J Guo, DM Yan, JY Franceschi, X Zhang, O Deussen IEEE transactions on visualization and computer graphics 23 (12), 2496-2508, 2017 | 49 | 2017 |
| Continuous PDE Dynamics Forecasting with Implicit Neural Representations Y Yin, M Kirchmeyer, JY Franceschi, A Rakotomamonjy, P Gallinari International Conference on Learning Representations, 2023 | 41 | 2023 |
| PDE-Driven Spatiotemporal Disentanglement J Donà, JY Franceschi, S Lamprier, P Gallinari International Conference on Learning Representations, 2021 | 35 | 2021 |
| A Neural Tangent Kernel Perspective of GANs JY Franceschi, E de Bézenac, I Ayed, M Chen, S Lamprier, P Gallinari International Conference on Machine Learning, 6660-6704, 2022 | 18 | 2022 |
| Unifying GANs and score-based diffusion as generative particle models JY Franceschi, M Gartrell, L Dos Santos, T Issenhuth, E de Bézenac, ... Advances in Neural Information Processing Systems 36, 2023 | 11 | 2023 |
| Improving Consistency Models with Generator-Induced Coupling T Issenhuth, LD Santos, JY Franceschi, A Rakotomamonjy arXiv preprint arXiv:2406.09570, 2024 | | 2024 |
| Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes A Schnepf, K Kassab, JY Franceschi, L Caraffa, F Vasile, J Mary, ... arXiv preprint arXiv:2403.11678, 2024 | | 2024 |
| Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling I Sebag, MS PYDI, JY Franceschi, A Rakotomamonjy, M Gartrell, J Atif, ... arXiv preprint arXiv:2312.08227, 2023 | | 2023 |
| RefinedFields: Radiance Fields Refinement for Unconstrained Scenes K Kassab, A Schnepf, JY Franceschi, L Caraffa, J Mary, V Gouet-Brunet arXiv preprint arXiv:2312.00639, 2023 | | 2023 |
| Representation Learning and Deep Generative Modeling in Dynamical Systems JY Franceschi Sorbonne Université, 2022 | | 2022 |
