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Affichage des publications 711 à 720 sur 1099 au total

Machine Learning

Unsupervised Methods for the Study of Transformer Embeddings

Over the last decade neural word embeddings have become a cornerstone of many important text mining applications such as text classification, sentiment analysis, named entity recognition, question answering systems, etc. Particularly, Transformer…

Mira Ait Saada, François Role, Mohamed Nadif

Advances in Intelligent Data Analysis XIX. IDA 2021. Lecture Notes in Computer Science(), vol 12695. Springer, Cham -

Machine Learning

Handling Distribution Shift in Tire Design

The recent success of machine learning methods in the industrial sector open new perspectives for the design of innovative products. However, these promising results are often challenged when it comes to industrial model deployment. Indeed, it…

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot, Nicolas Vayatis

NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications -

Neuroscience

Modélisation sensori-motrice des états de transition

The neural mechanisms underlying states of alertness have been the subject of research by several generations of researchers and physicians, but they remain largely unexplained. Furthermore, anaesthetists practice daily to modulate these same states…

Clément Dubost

Life Sciences

Postadychute-AG, Detection, and Prevention of the Risk of Falling Among Elderly People in Nursing Homes: Protocol of a Multicentre and Prospective Intervention Study

Introduction: While falls among the elderly is a public health issue, because of the social, medical, and economic burden they represent, the tools to predict falls are limited. Posturography has been developed to distinguish fallers from non…

Flavien Quijoux, François Bertin-Hugault, Philippe Zawieja, Marie Lefèvre, Pierre-Paul Vidal, Damien Ricard

Frontiers in Digital Health -

Life Sciences

Leukoencephalopathy with transient splenial lesions related to 5‐fluorouracil or capecitabine

Abstract Background 5‐Fluorouracil (5‐FU) and its oral prodrug capecitabine have been rarely but consistently associated with acute central nervous system toxicity, including transient leukoencephalopathies involving the splenium of the corpus…

Valentine Perrain, Kevin Bihan, Flavie Bompaire, Caroline Houillier, Fanny Jomier, Delphine Leclercq, Sandrine Combret, Julien Mahé, Damien Ricard, Giulia Berzero, Dimitri Psimaras

European Journal of Neurology -

Computer Vision and Pattern Recognition

Image Forgeries Detection through Mosaic Analysis: the Intermediate Values Algorithm

Cameras sample each image pixel in one color channel only. The remaining channels are interpolated from neighboring pixels during demosaicing. This operation leaves traces, that can be exploited to authentify images and detect forgeries. This paper…

Quentin Bammey, Rafael Grompone von Gioi, Jean-Michel Morel

Image Processing On Line -