Unsupervised scalable representation learning for multivariate time series JY Franceschi, A Dieuleveut, M Jaggi Advances in Neural Information Processing Systems, 4650-4661, 2019 | 227 | 2019 |
Stochastic latent residual video prediction JY Franceschi, E Delasalles, M Chen, S Lamprier, P Gallinari International Conference on Machine Learning, 3233-3246, 2020 | 106 | 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 | 43 | 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 | 38 | 2017 |
PDE-Driven Spatiotemporal Disentanglement J Donŕ, JY Franceschi, S Lamprier, P Gallinari International Conference on Learning Representations, 2021 | 18 | 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 | 12 | 2022 |
Continuous PDE Dynamics Forecasting with Implicit Neural Representations Y Yin, M Kirchmeyer, JY Franceschi, A Rakotomamonjy, P Gallinari arXiv preprint arXiv:2209.14855, 2022 | 2 | 2022 |
Representation Learning and Deep Generative Modeling in Dynamical Systems JY Franceschi Sorbonne Université, 2022 | | 2022 |