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François Rousseau

2 accepted papers

2021

End-to-End Learning of Variational Models and Solvers for the Resolution of Interpolation Problems

ICASSP 2021accepted

Variational models are among the state-of-the-art formulations for the resolution of ill-posed inverse problems. Following recent advances in learning-based variational settings, we investigate the end-to-end learning of variational models, more precisely of the regularization term given some observ…

Cited by 0SourceScholar
2021

Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Learnable Variational Models

ICASSP 2021accepted

Space oceanography missions, especially altimeter missions, have considerably improved the observation of sea surface dynamics over the last decades. They can however hardly resolve spatial scales below ~ 100km. Meanwhile the AIS (Automatic Identification System) monitoring of the maritime traffic i…

Cited by 0SourceScholar