{"id":683,"date":"2023-05-15T21:21:00","date_gmt":"2023-05-15T20:21:00","guid":{"rendered":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=683"},"modified":"2025-04-18T19:18:43","modified_gmt":"2025-04-18T18:18:43","slug":"dlmi-23","status":"publish","type":"post","link":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=683","title":{"rendered":"DLMI 23"},"content":{"rendered":"\n<p><em>Information and Resources<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Lectures<\/h3>\n\n\n\n<p><strong>Monday <\/strong>: <\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-887de842 wp-block-group-is-layout-flex\" style=\"border-style:none;border-width:0px\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Basics 1<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/01_BasicDL1_Desrosiers.pdf\">01_BasicDL1_Desrosiers<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/VxbQJIKPjnY\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Basics 2<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/02_BasicDL2_Desrosiers.pdf\">02_BasicDL2_Desrosiers<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/MvGuaABv2E8\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Advanced concepts 1<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/03_AdvancedConcepts1_Sdika.pdf\">03_AdvancedConcepts1_Sdika<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/1KRWU17PjTw\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Hands-on and MONAI introduction<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-17a4cf53-0101-4b85-aa81-cb241674dd5b\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/04_MONAI_Pelletier.pdf\">04_MONAI_Pelletier<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/Mj8kWSOvCoo\">video<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Tuesday <\/strong>: <\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Generative Model<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/05a_GenerativeModels_Bernard-1.pdf\">05a_GenerativeModels_Bernard-1<\/a><\/div>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/05b_SemiSup_Desrosiers.pdf\">05b_SemiSup_Desrosiers<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/hDaY148ZUn8\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Weakly-supervised<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/06_WeaklySupervised_Dolz.pdf\">06_WeaklySupervised_Dolz<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/Cfr95cRlJTw\">video<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Wednesday<\/strong>: <\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Advanced concepts 2<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/07_FewShot_Dolz.pdf\">07_FewShot_Dolz<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/qrgmAfCABBQ\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Privacy in ML<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/08_Privacy_Frindel-Boutet.pdf\">08_Privacy_Frindel-Boutet<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/9K_mXcMH0KQ\">video<\/a><\/p>\n<\/div>\n\n\n\n<p><strong>Thursday<\/strong>: <\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Advanced concepts 3<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/09_Transformers_Thome.pdf\">09_Transformers_Thome<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/ywVDv1c7XYE\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Round Table: Frugal and Sustainable AI<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/AKlMmoMA55Y\">video<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Friday<\/strong>: <\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Geometric deep learning<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/11_GeometricDL_Lombaert.pdf\">11_GeometricDL_Lombaert<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/J4imlpWnUyM\">video<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Image reconstruction<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-027ed974-25a9-44ac-94f4-0c43f37771b4\" href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/wp-content\/uploads\/12_Reconstruction_Ducros.pdf\">12_Reconstruction_Ducros<\/a><\/div>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/y-PWcpzXkL0\">video<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Hands-on<\/h3>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><strong>Create saturn cloud account and TensorFlow resource <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI23\/TF_PrepareSaturnCloudRessource.pdf\">pdf<\/a><\/strong><\/li>\n\n\n\n<li><strong>Create saturn cloud account and PyTorch resource <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI23\/Torch_PrepareSaturnCloudRessource.pdf\">pdf<\/a><\/strong><\/li>\n<\/ul>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hands-on Classification<\/strong>: \n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/gitlab.in2p3.fr\/thomas.grenier\/tp1ss_classification\/-\/raw\/master\/TP_Classification_v03.zip\">zip<\/a> and <a href=\"https:\/\/youtu.be\/6wQEm8yM5dg\">video<\/a>  <\/li>\n\n\n\n<li>zoom the 27th April 2023 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Segmentation<\/strong>: \n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/gitlab.in2p3.fr\/thomas.grenier\/tp4ss_segmentation\/-\/raw\/master\/TP_Segmentation_v03.zip\">zip<\/a> and <a href=\"https:\/\/youtu.be\/Hs3ptRSpCng\">video<\/a> <\/li>\n\n\n\n<li>zoom the 28th April 2023 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Variational Auto Encoder<\/strong>: \n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI23\/dlmi2023_ho3.pdf\">presentation <\/a>and <a href=\"https:\/\/youtu.be\/ufF575YH8D4\">video<\/a><\/li>\n\n\n\n<li>zoom 2nd May at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Image reconstruction<\/strong>: \n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/openspyrit\/spyrit-examples\/tree\/master\/2023_DLMIS\">git <\/a>and <a href=\"https:\/\/youtu.be\/jK9gVGGKngw\">video<\/a><\/li>\n\n\n\n<li>zoom 3rd of May 2023 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p><strong>Challenge<\/strong>:<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<ul class=\"wp-block-list\">\n<li>Official webpage: <a href=\"https:\/\/www.creatis.insa-lyon.fr\/Challenge\/myosaiq\">https:\/\/www.creatis.insa-lyon.fr\/Challenge\/myosaiq<\/a><\/li>\n\n\n\n<li>FIMH conference: <a href=\"https:\/\/fimh2023.sciencesconf.org\/\">https:\/\/fimh2023.sciencesconf.org\/<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Photos, just for souvenir<\/h3>\n\n\n\n<p><em>restricted access (particpants only)<\/em><\/p>\n\n\n\n<p>Gala photos gallery <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=738\">post<\/a><\/p>\n\n\n\n<p>Lectures photos gallery <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=911\">post<\/a>   <\/p>\n\n\n\n<p>Group photos gallery <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=1113\">post<\/a><\/p>\n\n\n\n<p>Round Table photo gallery <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=1132\">post<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Information and Resources Lectures Monday : video video video video Tuesday : video video Wednesday: video video Thursday: video video Friday: video video Hands-on Challenge: Photos, just for souvenir restricted access (particpants only) Gala photos gallery post Lectures photos gallery post Group photos gallery post Round Table photo gallery post<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,18,3,4,13],"tags":[],"class_list":["post-683","post","type-post","status-publish","format-standard","hentry","category-deep-learning","category-deep-learning-teaching","category-research","category-teaching","category-tips-and-tricks"],"_links":{"self":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/683","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=683"}],"version-history":[{"count":47,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/683\/revisions"}],"predecessor-version":[{"id":1398,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/683\/revisions\/1398"}],"wp:attachment":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=683"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=683"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}