output
20182026
most citedSurrogate Modeling of Aerodynamic Simulations for Multiple Operating Conditions Using Machine Learning

49 citations

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cs.LG2023★ 2 cited

Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling

Léo Andéol, Thomas Fel, Florence De Grancey +1

Deploying deep learning models in real-world certified systems requires the ability to provide confidence estimates that accurately reflect their uncertainty. In this paper, we dem…

cs.LG2018

FUNN: Flexible Unsupervised Neural Network

David Vigouroux, Sylvain Picard

Deep neural networks have demonstrated high accuracy in image classification tasks. However, they were shown to be weak against adversarial examples: a small perturbation in the im…