Emmanuel de Bézenac

Augmenting physical models with deep networks for complex dynamics forecasting*

Yuan Yin, Vincent Le Guen, Jérémie Donà et al. · Journal of Statistical Mechanics Theory and Experiment · 2021 · 92 citations · Full text

Normalizing Kalman Filters for Multivariate Time Series Analysis

Emmanuel de Bézenac, Syama Sundar Rangapuram, Konstantinos Benidis et al. · Neural Information Processing Systems · 2020 · 65 citations

State Estimation, Engineering, Filtering Technique +4

Deep learning for physical processes: incorporating prior scientific knowledge*

Emmanuel de Bézenac, Arthur Pajot, Patrick Gallinari · Journal of Statistical Mechanics Theory and Experiment · 2019 · 58 citations · Full text

Learning Dynamical Systems from Partial Observations

Ibrahim Ayed, Emmanuel de Bézenac, Arthur Pajot et al. · arXiv (Cornell University) · 2019 · 54 citations · Full text

Forecasting Complex, Engineering, Machine Learning +15

Unsupervised Adversarial Image Reconstruction

Arthur Pajot, Emmanuel de Bézenac, Patrick Gallinari · International Conference on Learning Representations · 2018 · 26 citations

Machine Vision, Image Analysis, Engineering +8