859 citations
- Aix-Marseille UniversitéFR204 papers
- Centre National de la Recherche ScientifiqueFR180 papers
- Université de ToulonFR108 papers
- Institut Universitaire de FranceFR32 papers
- Centre de physique des particules de MarseilleFR30 papers
- Universitat de ValènciaES30 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR29 papers
- Université Paris-SaclayFR29 papers
- Université Paris-SudFR29 papers
- Institut Méditerranéen d’OcéanologieFR28 papers
- GéoazurFR27 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR27 papers
Showing 2020 · cs.CVShow all
3 papers · 2 filters
cs.CV2020★ 2 cited
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
Gianni Franchi, Andrei Bursuc, Emanuel Aldea +2
Bayesian neural networks (BNNs) have been long considered an ideal, yet unscalable solution for improving the robustness and the predictive uncertainty of deep neural networks. Whi…
cs.CV2020★ 4 cited
Characterization of surface motion patterns in highly deformable soft tissue organs from dynamic MRI: An application to assess 4D bladder motion
Karim Makki, Amine Bohi, Augustin . C Ogier +1
Dynamic MRI may capture temporal anatomical changes in soft tissue organs with high contrast but the obtained sequences usually suffer from limited volume coverage which makes the…
cs.CV2020★ 9 cited
One Versus all for deep Neural Network Incertitude (OVNNI) quantification
Gianni Franchi, Andrei Bursuc, Emanuel Aldea +2
Deep neural networks (DNNs) are powerful learning models yet their results are not always reliable. This is due to the fact that modern DNNs are usually uncalibrated and we cannot…