{"id":317,"date":"2022-02-02T15:02:02","date_gmt":"2022-02-02T14:02:02","guid":{"rendered":"https:\/\/web.umons.ac.be\/isia\/?p=317"},"modified":"2023-06-26T21:50:27","modified_gmt":"2023-06-26T19:50:27","slug":"wp4-trail-ariac-kick-off-at-umons","status":"publish","type":"post","link":"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/","title":{"rendered":"R\u00e9union de lancement WP4 TRAIL\/ARIAC \u00e0 l&rsquo;UMONS"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>Le projet ARIAC (Applications and Research for Trusted Artificial Intelligence) a \u00e9t\u00e9 con\u00e7u par <a href=\"http:\/\/trail.ac\">TRAIL<\/a>. TRAIL regroupe les cinq universit\u00e9s francophones et les quatre centres de recherche wallons agr\u00e9\u00e9s (CRA). Son ambition est de mutualiser la recherche en intelligence artificielle en F\u00e9d\u00e9ration Wallonie-Bruxelles.<\/p>\n<p>Le projet ARIAC s&rsquo;articule autour de 5 Work Packages :<\/p>\n<p>Interaction humain-IA,<br \/>\nM\u00e9canismes de confiance pour l&rsquo;IA,<br \/>\nInt\u00e9gration mod\u00e8le-IA,<br \/>\nImpl\u00e9mentations optimis\u00e9es de l&rsquo;IA,<br \/>\nUsine TRAIL<\/p>\n<p>L&rsquo;\u00e9v\u00e9nement a eu lieu le mercredi 2 f\u00e9vrier 2020 \u00e0 l&rsquo;UMONS (Rue de Houdain 9, Mons 7000, Auditorium 23) et diffus\u00e9 en ligne.<\/p>\n<p>&nbsp;<\/p>\n<p>Lancement du programme WP4 TRAIL\/ARIAC :<\/p>\n<p>********************************<\/p>\n<p>13h00 : Thierry Dutoit (UMONS)<br \/>\nIntroduction au WP4 et slides VIP : meilleure communaut\u00e9 !<\/p>\n<p>13h15 : Sidi Mahmoudi (UMONS)<br \/>\nEdge AI\u00a0: Impl\u00e9menter des algorithmes sur des appareils \u00e0 faible puissance de calcul<\/p>\n<p>13h45 : Antonion Garcia-Diaz (ULB)<br \/>\nCette pr\u00e9sentation se concentre sur les recherches d&rsquo;Antonio sur les techniques de recherche d&rsquo;architecture neuronale automatique (NAS), les r\u00e9sultats de cette recherche \u00e0 l&rsquo;heure actuelle et ses contributions actuelles et futures \u00e0 TRAIL.<\/p>\n<p>14h00 : Sarah Klein (SIRRIS)<br \/>\nAvec une base install\u00e9e croissante de capteurs collectant des donn\u00e9es \u00e0 haute r\u00e9solution temporelle, une \u00e9norme quantit\u00e9 de donn\u00e9es brutes doit \u00eatre transf\u00e9r\u00e9e vers un syst\u00e8me backend. Dans de nombreux cas d&rsquo;utilisation industrielle, cela est difficile mais la plupart du temps faisable. Cependant, d\u00e8s que des appareils (souvent \u00e0 ressources limit\u00e9es) sont sur le terrain, l&rsquo;envoi de donn\u00e9es haute fr\u00e9quence en temps r\u00e9el via une connexion mobile devient tr\u00e8s difficile et co\u00fbteux.<\/p>\n<p>Une fa\u00e7on de faciliter le transfert de donn\u00e9es de la p\u00e9riph\u00e9rie vers un backend central consiste \u00e0 compresser les donn\u00e9es avant de les envoyer. R\u00e9cemment, plusieurs algorithmes ont \u00e9t\u00e9 propos\u00e9s pour g\u00e9rer la compression de s\u00e9ries temporelles sur des dispositifs contraints. Dans notre pr\u00e9sentation, nous donnerons un aper\u00e7u des diff\u00e9rentes classes de m\u00e9thodes de compression et de leur application dans des cas d&rsquo;utilisation industriels.<\/p>\n<p>14h15 : Nathan Hubens (UMONS)<br \/>\nPr\u00e9sentation du prunning et de la librairie FasterAI : https:\/\/github.com\/nathanhubens\/fasterai<\/p>\n<p>14h35 :<br \/>\nAntoine Vanderschueren (UCLouvain)<br \/>\nNous pr\u00e9sentons une nouvelle m\u00e9thode simple et efficace pour former des r\u00e9seaux de neurones \u00ab\u00a0parsem\u00e9s\u00a0\u00bb. Notre m\u00e9thode est bas\u00e9e sur une diff\u00e9renciation des voies avant et arri\u00e8re : les poids dans la voie avant sont une version seuill\u00e9e des poids maintenus dans la voie arri\u00e8re. Ce d\u00e9couplage permet aux micro-mises \u00e0 jour, produites par descente de gradient, de s&rsquo;additionner ; conduisant ainsi \u00e0 la possible r\u00e9activation des poids qui ont \u00e9t\u00e9 mis \u00e0 z\u00e9ro auparavant lors de l&rsquo;entra\u00eenement. A la fin de l&rsquo;entra\u00eenement, les liens avec des poids nuls sont &lsquo;prun\u00e9s&rsquo;.<\/p>\n<p>15h00 : pause<\/p>\n<p>15h20 : Lucile Dierckx (UCLouvain)<br \/>\nLe sujet propos\u00e9 pour une courte pr\u00e9sentation pr\u00e9senterait les id\u00e9es principales d&rsquo;un article qui vient d&rsquo;\u00eatre accept\u00e9 pour une conf\u00e9rence. Cela se concentre sur la combinaison de la d\u00e9tection et de la classification de plusieurs chauves-souris dans les enregistrements audio.<br \/>\nLe d\u00e9fi est que les ensembles de donn\u00e9es disponibles pour cette t\u00e2che sont soit pour la d\u00e9tection, soit pour la classification uni-label, mais pas pour leur combinaison. En effet, les \u00e9tiquettes des jeux de donn\u00e9es disponibles indiquent soit uniquement les positions des cris dans les enregistrements, soit uniquement l&rsquo;esp\u00e8ce qui est entendue dans un fichier. De plus, il est rare de trouver des ensembles de donn\u00e9es avec des \u00e9tiquettes pour effectuer une classification multi-\u00e9tiquettes des cris de chauve-souris.<br \/>\nNous montrons donc comment nous parvenons \u00e0 faire \u00e0 la fois d\u00e9tection et classification multi-\u00e9tiquettes en cr\u00e9ant des \u00e9tiquettes artificielles bas\u00e9es sur celles couramment disponibles. Nous montrons \u00e9galement comment nous \u00e9valuons les performances du mod\u00e8le con\u00e7u non seulement sur le jeu de donn\u00e9es g\u00e9n\u00e9r\u00e9, mais \u00e9galement sur la base des \u00e9tiquettes dures disponibles.<\/p>\n<p>15h30 :No\u00e9 Tits: (Flowchase)<br \/>\nUtilisation de techniques d&rsquo;auto-supervision pour obtenir une repr\u00e9sentation intelligente des phon\u00e8mes dans un espace latent. Cela nous permettrait d&rsquo;obtenir des m\u00e9triques et des distances pour \u00e9valuer la prononciation et d\u00e9tecter les erreurs.<\/p>\n<p>16h00 :Maxime Zanella (UCLouvain\/UMONS)<br \/>\nL&rsquo;Active Learning s&rsquo;attarde ensuite sur son utilit\u00e9 dans \u00ab l&rsquo;apprentissage continu de la vie \u00bb.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le quatri\u00e8me lot de travaux (WP4) du projet ARIAC a \u00e9t\u00e9 lanc\u00e9 le 02\/02\/2022 \u00e0 l&rsquo;UMONS (site de Houdain). Au d\u00e9but de la r\u00e9union de lancement, le professeur Thierry Dutoit a pr\u00e9sent\u00e9 le quatri\u00e8me module de travail qui se concentre sur les impl\u00e9mentations optimis\u00e9es de l&rsquo;IA. L&rsquo;\u00e9v\u00e9nement \u00e9tait anim\u00e9 par le Dr Matie Mancas et a r\u00e9uni 40 chercheurs en IA.<\/p>\n","protected":false},"author":233,"featured_media":324,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,33],"tags":[],"class_list":["post-317","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conferences-et-colloques","category-recherche"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>R\u00e9union de lancement WP4 TRAIL\/ARIAC \u00e0 l&#039;UMONS - Service \/ FPMS - Information, Signal, et Intelligence Artificielle<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\u00e9union de lancement WP4 TRAIL\/ARIAC \u00e0 l&#039;UMONS - Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"Le quatri\u00e8me lot de travaux (WP4) du projet ARIAC a \u00e9t\u00e9 lanc\u00e9 le 02\/02\/2022 \u00e0 l&#039;UMONS (site de Houdain). Au d\u00e9but de la r\u00e9union de lancement, le professeur Thierry Dutoit a pr\u00e9sent\u00e9 le quatri\u00e8me module de travail qui se concentre sur les impl\u00e9mentations optimis\u00e9es de l&#039;IA. L&#039;\u00e9v\u00e9nement \u00e9tait anim\u00e9 par le Dr Matie Mancas et a r\u00e9uni 40 chercheurs en IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/\" \/>\n<meta property=\"og:site_name\" content=\"Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"article:published_time\" content=\"2022-02-02T14:02:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-26T19:50:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/02\/TRAIL2-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"396\" \/>\n\t<meta property=\"og:image:height\" content=\"331\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Hugo Bohy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hugo Bohy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/\"},\"author\":{\"name\":\"Hugo Bohy\",\"@id\":\"https:\/\/web.umons.ac.be\/isia\/#\/schema\/person\/2ed9914beaf16e53e35a6d5092339209\"},\"headline\":\"R\u00e9union de lancement WP4 TRAIL\/ARIAC \u00e0 l&rsquo;UMONS\",\"datePublished\":\"2022-02-02T14:02:02+00:00\",\"dateModified\":\"2023-06-26T19:50:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/\"},\"wordCount\":743,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/web.umons.ac.be\/isia\/wp4-trail-ariac-kick-off-at-umons\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/02\/TRAIL2-2.jpg\",\"articleSection\":[\"Conf\u00e9rences &amp; 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