1 code implementation • 1 Feb 2021 • Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière
Parameters are estimated by comparing the predictions of the metamodel with real data obtained from sensors using the CMA-ES algorithm, a derivative free optimization procedure.
no code implementations • 29 Aug 2019 • Ngoc-Trung Tran, Fakhr-Eddine Ababsa, Maurice Charbit, Jacques Feldmar, Dijana Petrovska-Delacrétaz, Gérard Chollet
This paper presents a new method to track both the face pose and the face animation with a monocular camera.
no code implementations • 19 Jun 2020 • Max Cohen, Maurice Charbit, Sylvain Le Corff, Marius Preda, Gilles Nozière
Finally, the optimal settings to minimize the energy loads while maintaining a target thermal comfort and air quality are obtained using a multi-objective optimization procedure.
no code implementations • 27 Jun 2023 • Max Cohen, Maurice Charbit, Sylvain Le Corff
Discrete latent space models have recently achieved performance on par with their continuous counterparts in deep variational inference.
no code implementations • 4 Jul 2023 • Max Cohen, Maurice Charbit, Sylvain Le Corff
As sequential neural architectures become deeper and more complex, uncertainty estimation is more and more challenging.