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Publications

Affichage des publications 211 à 220 sur 3898 au total

Engineering Sciences

Generalized performance criteria for identified models

It is shown that some usual criteria evaluating the performance of an identified model with respect to experimental data, like FIT criterion, can be not well-suited to fast sampled systems. This leads to propose some genralized criteria where the…

Bernard Vau, Henri Bourlès

20th SysID 2024 - IFAC -

Engineering Sciences

Deep-NFA: A deep a contrario framework for tiny object detection

The detection of tiny objects is a challenging task in computer vision. Conventional object detection methods have difficulties in finding the balance between high detection rate and low false alarm rate. In the literature, some methods have…

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle

Pattern Recognition -

Artificial Intelligence

Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection

This paper introduces a universal approach to seamlessly combine out-of-distribution (OOD) detection scores. These scores encompass a wide range of techniques that leverage the self- confidence of deep learning models and the anomalous behavior of…

Eduardo Dadalto Câmara Gomes, Florence Alberge, Pierre Duhamel, Pablo Piantanida

Transactions on Machine Learning Research Journal -

Electromagnetism

Multimaterial filtering applied to the topology optimization of a permanent magnet synchronous machine

This study aims to propose a general methodology to handle multimaterial filtering for density-based topology optimization containing periodic or antiperiodic boundary conditions, which are expected to reduce the simulation time of electrical…

Théodore Cherrière, S Hlioui, François Louf, Luc Laurent

COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering -