Zobrazeno 1 - 10
of 179
pro vyhledávání: '"TERRIER, FRANCOIS"'
Adversarial training is arguably the most popular way to provide empirical robustness against specific adversarial examples. While variants based on multi-step attacks incur significant computational overhead, single-step variants are vulnerable to a
Externí odkaz:
http://arxiv.org/abs/2410.01617
Autor:
Terrier, François
The explosion in the performance of Machine Learning (ML) and the potential of its applications are strongly encouraging us to consider its use in industrial systems, including for critical functions such as decision-making in autonomous systems. Whi
Externí odkaz:
http://arxiv.org/abs/2311.06263
As autonomous systems increasingly rely on Deep Neural Networks (DNN) to implement the navigation pipeline functions, uncertainty estimation methods have become paramount for estimating confidence in DNN predictions. Bayesian Deep Learning (BDL) offe
Externí odkaz:
http://arxiv.org/abs/2301.05297
Uncertainty quantification methods are required in autonomous systems that include deep learning (DL) components to assess the confidence of their estimations. However, to successfully deploy DL components in safety-critical autonomous systems, they
Externí odkaz:
http://arxiv.org/abs/2110.13729
A key factor for ensuring safety in Autonomous Vehicles (AVs) is to avoid any abnormal behaviors under undesirable and unpredicted circumstances. As AVs increasingly rely on Deep Neural Networks (DNNs) to perform safety-critical tasks, different meth
Externí odkaz:
http://arxiv.org/abs/2006.15172
Publikováno v:
L'Objet, logiciel, base de donn\'ees, r\'eseaux (RSTI s\'erie) 13, 4 (2007) 9-31
One foundation of the model driven engineering (MDE) is to separate the modelling application description from its technological implementation (i.e. platform). Some of them are dedicated to the system execution. Hence, one promise solution of the MD
Externí odkaz:
http://arxiv.org/abs/1407.6655
Autor:
Semenyuk, Yulia P., Morozov, Pavel G., Burov, Oleg N., Kletskii, Mikhail E., Lisovin, Anton V., Kurbatov, Sergey V., Terrier, François
Publikováno v:
In Tetrahedron 5 May 2016 72(18):2254-2264
Publikováno v:
In Journal of Systems Architecture June 2013 59(6):341-350
Autor:
Weill, Francxois-Xavier, King, Lisa A., Nogareda, Francisco, Weill, François-Xavier, Mariani-Kurkdjian, Patricia, Loukiadis, Estelle, Gault, Gaëlle, Jourdan-DaSilva, Nathalie, Bingen, Edouard, Macé, Muriel, Thevenot, Delphine, Ong, Nathalie, Castor, Christine, Noël, Harold, Van Cauteren, Dieter, Charron, Martine, Vaillant, Véronique, Aldabe, Benedicte, Goulet, Véronique, Delmas, Gilles, Couturier, Elisabeth, Le Strat, Yann, Combe, Christian, Delmas, Yahsou, Terrier, François, Vendrely, Benoit, Rolland, Patrick, de Valk, Henriette
Publikováno v:
Clinical Infectious Diseases, 2012 Jun 01. 54(11), 1588-1594.
Externí odkaz:
http://dx.doi.org/10.1093/cid/cis255
Publikováno v:
In Tetrahedron 18 February 2012 68(7):1829-1843