108 citations · 176 across the 7 of their papers we have counts for
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cs.LG2019★ 13 cited
Optimal Unsupervised Domain Translation
Emmanuel de Bézenac, Ibrahim Ayed, Patrick Gallinari
Domain Translation is the problem of finding a meaningful correspondence between two domains. Since in a majority of settings paired supervision is not available, much work focuses…
eess.SY2019★ 50 cited
Learning Dynamical Systems from Partial Observations
Ibrahim Ayed, Emmanuel de Bézenac, Arthur Pajot +2
We consider the problem of forecasting complex, nonlinear space-time processes when observations provide only partial information of on the system's state. We propose a natural dat…