Unsupervised scalable representation learning for multivariate time series JY Franceschi, A Dieuleveut, M Jaggi
Advances in Neural Information Processing Systems, 4650-4661, 2019
574 2019 Stochastic latent residual video prediction JY Franceschi, E Delasalles, M Chen, S Lamprier, P Gallinari
International Conference on Machine Learning, 3233-3246, 2020
181 2020 Continuous PDE Dynamics Forecasting with Implicit Neural Representations Y Yin, M Kirchmeyer, JY Franceschi, A Rakotomamonjy, P Gallinari
International Conference on Learning Representations, 2023
74 2023 Robustness of classifiers to uniform JY Franceschi, A Fawzi, O Fawzi
Proceedings of the Twenty-First International Conference on Artificial …, 2018
59 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
52 2017 PDE-Driven Spatiotemporal Disentanglement J Donà, JY Franceschi, S Lamprier, P Gallinari
International Conference on Learning Representations, 2021
42 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
26 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
23 2023 Differentially Private Gradient Flow based on the Sliced Wasserstein Distance I Sebag, MS Pydi, JY Franceschi, A Rakotomamonjy, M Gartrell, J Atif, ...
arXiv preprint arXiv:2312.08227, 2023
2 * 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
1 2023 Fused-Planes: Improving Planar Representations for Learning Large Sets of 3D Scenes K Kassab, A Schnepf, JY Franceschi, L Caraffa, F Vasile, J Mary, ...
arXiv preprint arXiv:2410.23742, 2024
2024 Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder A Schnepf, K Kassab, JY Franceschi, L Caraffa, F Vasile, J Mary, ...
arXiv preprint arXiv:2410.22936, 2024
2024 Improving Consistency Models with Generator-Augmented Flows T Issenhuth, S Lee, LD Santos, JY Franceschi, C Kim, 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 Representation Learning and Deep Generative Modeling in Dynamical Systems JY Franceschi
Sorbonne Université, 2022
2022 