Le LML de l'Universit\u00e9 d'Artois est un laboratoire de math\u00e9matiques qui m\u00e8ne des travaux pionniers sur l'intelligence artificielle, en s'appuyant sur des acquis en g\u00e9om\u00e9trie, alg\u00e8bre, analyse et physique math\u00e9matique. Les membres de l'\u00e9quipe enseignent l'apprentissage profond depuis quatre ans \u00e0 l'Institut Technologique Universitaire de Lens. Ils animent un groupe de travail en apprentissage profond et conseillent des stages de diff\u00e9rents niveaux sur le sujet. Ils ont produit un syst\u00e8me de reconnaissance de signature, un syst\u00e8me capable de d\u00e9tecter les signaux de battements cardiaques \u00e0 partir de vid\u00e9os de personnes, et collaborent avec deux entreprises, HNL (pour des applications de ce dernier syst\u00e8me \u00e0 la pr\u00e9diction des \u00e9motions) et Unchartech (pour des applications de transfert pour les r\u00e9seaux adversaires g\u00e9n\u00e9ratifs (GANs) \u00e0 l'apprentissage par renforcement pour les s\u00e9ries temporelles). <\/p>\n\n\n\n
De plus, ils ont introduit une nouvelle technique permettant le transfert pour les GANs, utile pour les situations o\u00f9 les donn\u00e9es ou la puissance de calcul font d\u00e9faut. Le travail du LML au sein de REVERT se concentre principalement sur les mod\u00e8les math\u00e9matiques\/d'apprentissage profond pour la pr\u00e9diction des r\u00e9pondeurs au traitement de la HPN et il implique une analyse minutieuse des donn\u00e9es produites par le projet et une exploration des architectures de r\u00e9seaux neuronaux existantes pour identifier les mod\u00e8les qui correspondent le mieux au probl\u00e8me du diagnostic de la HPN.<\/p>","protected":false},"excerpt":{"rendered":"
The Laboratoire de Math\u00e9matiques de Lens\u00a0(LML) at the University of Artois is a mathematics laboratory that is pioneering work on Artificial Intelligence, building on a track record in geometry, algebra, analysis and mathematical physics. The members of the team have been teaching deep learning for the last four years at the Institut Technologique Universitaire de […]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-971","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/pages\/971","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/comments?post=971"}],"version-history":[{"count":0,"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/pages\/971\/revisions"}],"wp:attachment":[{"href":"https:\/\/revertproject.org\/fr\/wp-json\/wp\/v2\/media?parent=971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}