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Jean-Yves Franceschi
Jean-Yves Franceschi
Criteo AI Lab
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Unsupervised scalable representation learning for multivariate time series
JY Franceschi, A Dieuleveut, M Jaggi
Advances in Neural Information Processing Systems, 4650-4661, 2019
4042019
Stochastic latent residual video prediction
JY Franceschi, E Delasalles, M Chen, S Lamprier, P Gallinari
International Conference on Machine Learning, 3233-3246, 2020
1502020
Robustness of classifiers to uniform and Gaussian noise
JY Franceschi, A Fawzi, O Fawzi
Proceedings of the Twenty-First International Conference on Artificial …, 2018
482018
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
452017
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
Y Yin, M Kirchmeyer, JY Franceschi, A Rakotomamonjy, P Gallinari
International Conference on Learning Representations, 2023
352023
PDE-Driven Spatiotemporal Disentanglement
J Donà, JY Franceschi, S Lamprier, P Gallinari
International Conference on Learning Representations, 2021
322021
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
162022
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
72023
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
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