1 code implementation • 8 Jul 2021 • Manh Tu Vu, Marie Beurton-Aimar
We also exploit the sharing videos between the two tasks of the AffWild2 database that is used in the competition, to further improve the performance of the network.
no code implementations • 13 Nov 2020 • Cecilia Ostertag, Marie Beurton-Aimar
In this work we present a solution based on a Graph Neural Network, using pairwise patch information to assign labels to edges representing the spatial relationships between pairs.
no code implementations • 2 Nov 2020 • Cecilia Ostertag, Marie Beurton-Aimar, Muriel Visani, Thierry Urruty, Karell Bertet
We also show the superiority of the multimodal architecture, for up to 37. 5\% of missing values in test set subjects' clinical measurements, compared to a model using only the clinical modality.
1 code implementation • 3 Sep 2019 • Cecilia Ostertag, Marie Beurton-Aimar, Thierry Urruty
Prediction of the cognitive evolution of a person susceptible to develop a neurodegenerative disorder is crucial to provide an appropriate treatment as soon as possible.