no code implementations • 2 Feb 2024 • Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaichouche, Pierre Tandeo, Ronan Fablet
Recent advances in the deep learning community also enables to adress this problem as neural architecture embedding data assimilation variational framework.
no code implementations • 12 May 2023 • Ferdinand Bhavsar, Nicolas Desassis, Fabien Ors, Thomas Romary
In this paper, we review the generative deep learning approaches, in particular the adversarial ones and the stabilization techniques that aim to facilitate their training.