{"id":10129,"date":"2023-09-01T19:22:00","date_gmt":"2023-09-01T17:22:00","guid":{"rendered":"https:\/\/intra-dev-2.excellis.org\/?p=10129"},"modified":"2026-02-07T16:58:43","modified_gmt":"2026-02-07T15:58:43","slug":"projet-anr-radyal","status":"publish","type":"post","link":"https:\/\/intra-dev-2.excellis.org\/?p=10129","title":{"rendered":"Projet &#8211; ANR RADYAL"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"10129\" class=\"elementor elementor-10129\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66d325ea e-flex e-con-boxed e-con e-parent\" data-id=\"66d325ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-66f751b4 e-con-full e-flex e-con e-child\" data-id=\"66f751b4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6e8ba9fb e-con-full e-flex e-con e-child\" data-id=\"6e8ba9fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-4cbacbb2 e-con-full e-flex e-con e-child\" data-id=\"4cbacbb2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62cc5e78 elementor-widget elementor-widget-heading\" data-id=\"62cc5e78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Porteur du Projet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-540d8b35 elementor-widget elementor-widget-image\" data-id=\"540d8b35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"420\" height=\"420\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/Stefan-Duffner-GIPSA.png\" class=\"attachment-large size-large wp-image-10151\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/Stefan-Duffner-GIPSA.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/Stefan-Duffner-GIPSA-300x300.png 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/Stefan-Duffner-GIPSA-150x150.png 150w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a39c73d elementor-widget elementor-widget-heading\" data-id=\"4a39c73d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Stefan DUFFNER<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cbdd8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2cbdd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7aff6cd4 elementor-widget elementor-widget-heading\" data-id=\"7aff6cd4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00e9but et dur\u00e9e du projet : \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6272a534 elementor-widget elementor-widget-text-editor\" data-id=\"6272a534\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<section class=\"ckeditor-template-wrapper\"><div class=\"ckeditor-template-content\"><div class=\"grid-x grAid-margin-x\"><div class=\"cell small-12 medium-12\"><div class=\"zonetemplate\"><p><strong>Sept 2023 &#8211; 2027<\/strong>,\u00a0<span style=\"letter-spacing: 0px;\">dur\u00e9e 42 Mois<\/span><\/p><\/div><\/div><\/div><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23d7e7a e-con-full e-flex e-con e-child\" data-id=\"23d7e7a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bfcb204 elementor-widget elementor-widget-heading\" data-id=\"5bfcb204\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contact(s)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39b90808 elementor-widget elementor-widget-heading\" data-id=\"39b90808\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Coordinateur du Projet<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f7f1f90 elementor-widget elementor-widget-text-editor\" data-id=\"2f7f1f90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"#\"><strong>Stefan DUFFNER (UMR 5205 &#8211; Laboratoire d&rsquo;Informatique en Image et Syst\u00e8mes d&rsquo;information)<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cf72429 elementor-widget elementor-widget-heading\" data-id=\"6cf72429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Relations Entreprises et Partenaires<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41299be2 elementor-widget elementor-widget-text-editor\" data-id=\"41299be2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong><a href=\"#\">Barbara COMIS<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1306cff8 e-con-full e-flex e-con e-child\" data-id=\"1306cff8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3017fc2e e-con-full e-flex e-con e-child\" data-id=\"3017fc2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-142de024 e-con-full e-flex e-con e-child\" data-id=\"142de024\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c73ab02 e-con-full e-flex e-con e-child\" data-id=\"6c73ab02\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-71d78012 e-con-full e-flex e-con e-child\" data-id=\"71d78012\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-201c94ed elementor-widget elementor-widget-heading\" data-id=\"201c94ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Projet-ANR-23-IAS3-0002 TSIA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecd2ef3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ecd2ef3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-714239a5 elementor-widget elementor-widget-heading\" data-id=\"714239a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Resource-Aware DYnamically Adaptable machine Learning \u2013 RADYAL<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50cd9a5f elementor-widget elementor-widget-heading\" data-id=\"50cd9a5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-759fb4d2 elementor-drop-cap-yes elementor-drop-cap-view-default elementor-widget elementor-widget-text-editor\" data-id=\"759fb4d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;drop_cap&quot;:&quot;yes&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Research on machine learning and Deep Neural Networks (DNN) has made considerable progress in the past decades. State-of-the-art DNN models usually require large amounts of data to be trained and contain a tremendous number of parameters leading to overall high resource requirements, in terms of computation and memory and thus energy. In the past years, this gave rise to approaches to reduce these requirements, where, for example, during or after training, parts of the model are removed (pruning) or stored with lower precision (quantisation) or surrogate models are trained (knowledge distillation) or where the best configuration is searched by testing different parameters (Neural Architecture Search, NAS).\u00a0<\/p><p>Also, concerning the hardware, many optimisations have been proposed to accelerate the inference of DNNs on different architectures. But these accelerators are usually specific to a given hardware and are optimised to satisfy certain static performance criteria. However, for many applications, the performance requirements of a DNN model deployed on a given hardware platform are not static but evolving dynamically as its operating conditions and environment change. Thus, in this project we propose an original interdisciplinary approach that allows DNN models to be dynamically configurable at run-time on a given reconfigurable hardware accelerator architecture, depending on the external environment, following an approach based on feedback loops and control theory.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5c9bc5 elementor-widget elementor-widget-heading\" data-id=\"f5c9bc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Team<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3bb95c elementor-widget elementor-widget-text-editor\" data-id=\"a3bb95c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Stefan Duffner<\/strong> &#8211; Full professor at INSA Lyon \u2013 RADYAL Project Coordinator and WP1 coordinator<\/li><li><strong>Christophe Garcia<\/strong> &#8211; Full professor at INSA Lyon<\/li><li><strong>Martial Guidez<\/strong> &#8211; PhD student at INSA Lyon<\/li><li><strong>Marcello Traiola<\/strong> &#8211; Research scientist (CRCN) at the Inria Centre at Rennes University \u2013 RADYAL WP2 Coordinator<\/li><li><strong>Olivier Sentieys<\/strong> &#8211; Full professor at Rennes University and \u03bfn leave as Research Director (DR) at the Inria Centre at Rennes University<\/li><li><strong>Eric Rutten<\/strong> &#8211; Research scientist at the Inria Centre at the Inria centre at the University Grenoble Alpes<\/li><li><strong>Sohaib Errabii<\/strong> &#8211; PhD student at the Inria Centre at Rennes University<\/li><li><a href=\"#\"><strong>Bogdan Robu<\/strong><\/a> &#8211; Associate professor at Grenoble Alpes University \u2013 RADYAL WP3 Coordinator<\/li><li><a href=\"#\"><strong>Matteo Tacchi<\/strong><\/a> &#8211; Research scientist (CRCN) at CNRS, GIPSA-Lab<\/li><li><a href=\"#\"><strong>Nicola Zaupa<\/strong><\/a> &#8211; Postdoc at GIPSA-Lab<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22ba7956 elementor-widget elementor-widget-text-editor\" data-id=\"22ba7956\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u27a1\ufe0f <strong data-start=\"4661\" data-end=\"4685\">En savoir plus <\/strong>: <a class=\"decorated-link\" href=\"https:\/\/project.inria.fr\/radyal\/\" target=\"_new\" rel=\"noopener\" data-start=\"4688\" data-end=\"4741\">Cliquer ici<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e34d418 elementor-widget elementor-widget-ova_heading\" data-id=\"1e34d418\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ova_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ova-heading\">\n\t\t\t\n\t\t\t\t\t\t\t<h3 class=\"title second_font\">Consortium<\/h3>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-502a49ba e-con-full e-flex e-con e-child\" data-id=\"502a49ba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b817064 e-con-full e-flex e-con e-child\" data-id=\"b817064\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-657189ef elementor-widget elementor-widget-image\" data-id=\"657189ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/1-420-x-320.png\" class=\"attachment-large size-large wp-image-10139\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/1-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/1-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-137b839e elementor-widget elementor-widget-image\" data-id=\"137b839e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/2-420-x-320.png\" class=\"attachment-large size-large wp-image-10140\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/2-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/2-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39dbbdc2 elementor-widget elementor-widget-image\" data-id=\"39dbbdc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/3-420-x-320.png\" class=\"attachment-large size-large wp-image-10141\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/3-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/3-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49cc9416 elementor-widget elementor-widget-image\" data-id=\"49cc9416\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/4-420-x-320.png\" class=\"attachment-large size-large wp-image-10142\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/4-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/4-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-db8a9fe e-con-full e-flex e-con e-child\" data-id=\"db8a9fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb9c30b elementor-widget elementor-widget-image\" data-id=\"fb9c30b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320.png\" class=\"attachment-large size-large wp-image-9943\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-110dc06 elementor-widget elementor-widget-image\" data-id=\"110dc06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/6-420-x-320.png\" class=\"attachment-large size-large wp-image-10143\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/6-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/6-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b18902b elementor-widget elementor-widget-image\" data-id=\"b18902b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320.png\" class=\"attachment-large size-large wp-image-10144\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-813b644 elementor-widget elementor-widget-image\" data-id=\"813b644\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320.png\" class=\"attachment-large size-large wp-image-10144\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320.png 420w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/01\/White-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Porteur du Projet Stefan DUFFNER D\u00e9but et dur\u00e9e du projet : Sept 2023 &#8211; 2027,\u00a0dur\u00e9e 42 Mois Contact(s) Coordinateur du Projet Stefan DUFFNER (UMR 5205 &#8211; Laboratoire d&rsquo;Informatique en Image et Syst\u00e8mes d&rsquo;information) Relations Entreprises et Partenaires Barbara COMIS Projet-ANR-23-IAS3-0002 TSIA Resource-Aware DYnamically Adaptable machine Learning \u2013 RADYAL Summary Research on machine learning and Deep [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":11082,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":""},"categories":[447,107,99],"tags":[],"class_list":["post-10129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-anr-radyal","category-projet_modus","category-projet"],"lang":"fr","translations":{"fr":10129},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/posts\/10129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10129"}],"version-history":[{"count":28,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/posts\/10129\/revisions"}],"predecessor-version":[{"id":10172,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/posts\/10129\/revisions\/10172"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/media\/11082"}],"wp:attachment":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}