{"id":1387,"date":"2025-04-17T17:18:09","date_gmt":"2025-04-17T16:18:09","guid":{"rendered":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=1387"},"modified":"2025-10-21T10:31:08","modified_gmt":"2025-10-21T09:31:08","slug":"dlmi2025","status":"publish","type":"post","link":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=1387","title":{"rendered":"DLMI2025"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Information <\/h3>\n\n\n\n<p>School Website : <a href=\"https:\/\/deepimaging2025.sciencesconf.org\/\">https:\/\/deepimaging2025.sciencesconf.org\/<\/a><\/p>\n\n\n\n<p>School Program : <a href=\"https:\/\/deepimaging2025.sciencesconf.org\/data\/pages\/ProgrammeWeb.pdf\">https:\/\/deepimaging2025.sciencesconf.org\/data\/pages\/ProgrammeWeb.pdf<\/a><\/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 and 2 <em>by Pierre-Marc Jodoin<\/em><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Basics_part1_and_part2_Jodoin.pdf\">(pdf)<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/4t46eJr4jiQ\">video_part1<\/a>   <a href=\"https:\/\/youtu.be\/6jG5LHG9t3c\">video_part2<\/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 part 3 <em>by Christian Desrosiers<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Basics_part3_Desrosiers.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/Ibkbq0OCur0\">video<\/a><\/p>\n<\/div>\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>CNN <em>by Micha\u00ebl Sdika<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Architectures_Sdika.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/lBy8VC4oFoY\">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>Uncertainty and explainability <em>by Micha\u00ebl Sdika<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Uncertainties_Sdika.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/M5TOnMHWQaI\">video<\/a><\/p>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Weakly supervised deep learning <em>by Christian Desrosiers<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/SemiSup_Desrosiers.pdf\">(pdf)<\/a>  <a href=\"https:\/\/youtu.be\/zVjL9ZMrjn4\">video<\/a><\/li>\n<\/ul>\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>Generative, auto encoders and adversarial methods <br><em>by Olivier Bernard <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Diffusion_Bernard.pdf\">(pdf diff)<\/a><\/em> <em>and Pierre-Marc Jodoin<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/VAE-GAN_Jodoin.pdf\">(pdf VAE-GAN)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/U8wro5i5bhI\">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 with Deep Learning <em>by Nicolas Ducros<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Reconstruction_Ducros.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/Sk9pUKregxM\">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>Attention and Transformer <em>by Nathan Painchaud<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/Attention_Painchaud.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/OoiZi-Yk_FA\">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: Human-AI Interaction<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/JOYegdVIjfE\">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>Typical medical imaging issues <em>by Ninon Burgos<\/em> <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/RobustAI_Burgos.pdf\">(pdf)<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/gazcHCdtzB8\">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>MONAI <em>by Roman Fenioux<\/em> (<a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/MONAI_Fenioux.pdf\">pdf<\/a>)<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/0s6tYikC85c\">video<\/a><\/p>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Closing Session    <a href=\"https:\/\/youtu.be\/JfypoDPGIZ4\">video<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Hands-on<\/h3>\n\n\n\n<p><strong>Create saturn cloud TensorFlow resource <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/TF_PrepareSaturnCloudRessource.pdf\">pdf<\/a><\/strong><\/p>\n\n\n\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>Hands-on Classification<\/strong> (Tensorflow)\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/gitlab.in2p3.fr\/thomas.grenier\/tp1ss_classification\/-\/raw\/master\/TP_Classification_v05.zip\">zip<\/a> <\/li>\n\n\n\n<li>zoom the 5th May 2025 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Segmentation<\/strong> (Tensorflow)\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/gitlab.in2p3.fr\/thomas.grenier\/tp4ss_segmentation\/-\/raw\/master\/TP_Segmentation_v05.zip\">zip<\/a> <\/li>\n\n\n\n<li>zoom the 5th May 2025 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Variational Auto Encoder<\/strong> (PyTorch)\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/research\/DLMI25\/dlmi2025_ho3.pdf\">Presentation <\/a>and <a href=\"https:\/\/github.com\/vitalab\/deep-learning-tutorials\">source<\/a><\/li>\n\n\n\n<li>zoom the 6th May 2025 (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hands-on Image Reconstruction <\/strong>(PyTorch)\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/openspyrit\/spyrit-examples\/tree\/master\/2025_DLMIS\">git <\/a><\/li>\n\n\n\n<li>zoom the 6th May 2025 at 4pm (Paris time, UTC+2, CEST)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Photos<\/h3>\n\n\n\n<p><strong>Photos are <a href=\"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/?p=1428\">here<\/a> <\/strong>(password protected)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Information School Website : https:\/\/deepimaging2025.sciencesconf.org\/ School Program : https:\/\/deepimaging2025.sciencesconf.org\/data\/pages\/ProgrammeWeb.pdf Lectures Monday : (pdf) video_part1 video_part2 video Tuesday : video video Wednesday: video video Thursday: video video Friday: video video Hands-on Create saturn cloud TensorFlow resource pdf Photos Photos are here (password protected)<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,17,3,4,1],"tags":[],"class_list":["post-1387","post","type-post","status-publish","format-standard","hentry","category-computer-science","category-deep-learning","category-research","category-teaching","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/1387","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=1387"}],"version-history":[{"count":36,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/1387\/revisions"}],"predecessor-version":[{"id":1700,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=\/wp\/v2\/posts\/1387\/revisions\/1700"}],"wp:attachment":[{"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1387"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1387"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creatis.insa-lyon.fr\/~grenier\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}