{"id":36,"date":"2019-08-22T16:10:13","date_gmt":"2019-08-22T14:10:13","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/?page_id=36"},"modified":"2024-12-17T17:48:39","modified_gmt":"2024-12-17T16:48:39","slug":"teaching","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/?page_id=36","title":{"rendered":"Teaching"},"content":{"rendered":"\n

I teach in the field of computer science, machine learning and computer vision at Ecole Centrale Marseille (ECM) and at the Aix-Marseille University (AMU) in the Master IAAA<\/a> (Artificial Intelligence and Machine Learning)<\/strong> <\/p>\n\n\n\n

<\/p>\n\n\n\n

2024-2025<\/strong><\/p>\n\n\n\n

Computer Vision<\/strong><\/p>\n\n\n\n

TP1<\/a><\/p>\n\n\n\n

Slides CNN<\/a><\/p>\n\n\n\n

TP2<\/a><\/p>\n\n\n\n

Slides_archi<\/a> – Slides_detection<\/a><\/p>\n\n\n\n

TP3<\/a> – Dataset<\/a><\/p>\n\n\n\n

Slides_trans<\/a> – Slides_ret<\/a><\/p>\n\n\n\n

Slides_XAI1<\/a> – Slides_XAI2<\/a> <\/p>\n\n\n\n

TP4<\/a> – TP_XAI2<\/a> – TP_XAI3<\/a><\/p>\n\n\n\n

Centrale Digital Lab – Fall – Deep learning<\/strong><\/p>\n\n\n\n

Part 1 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 3 : Slides-det<\/a> – Slides-ret<\/a> – TP_retrieval<\/a><\/p>\n\n\n\n

Part 3B : Slides-interp<\/a> – TP_gradCAM<\/a><\/p>\n\n\n\n

2023-2024<\/strong><\/p>\n\n\n\n

Hackathon cheat-sheet<\/a><\/p>\n\n\n\n

Computer Vision Inverted 3A IAM<\/strong><\/p>\n\n\n\n

CV Part 1 : Slides<\/a> – TP<\/a> – Dataset<\/a><\/p>\n\n\n\n

Inverted Class list<\/a><\/p>\n\n\n\n

Part 1: Convolution 1<\/a><\/p>\n\n\n\n

Part 2: Convolution 2<\/a><\/p>\n\n\n\n

Part 3: Detection<\/a><\/p>\n\n\n\n

Part 4: Segmentation<\/a><\/p>\n\n\n\n

Part 5: Transformers<\/a><\/p>\n\n\n\n

Part 6: Self-supervised<\/p>\n\n\n\n

Part 7: Generation<\/a><\/p>\n\n\n\n

Part 8: LLM and vision<\/a><\/p>\n\n\n\n

Part 9: Interpretability<\/a><\/p>\n\n\n\n

2022-2023<\/strong><\/p>\n\n\n\n

Centrale Digital Lab – group 2 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 5 : Slides-det<\/a> – Slides-ret<\/a> – TP_retrieval<\/a> <\/p>\n\n\n\n

Part 6 : Slides-interp<\/a> – TP_gradCAM<\/a><\/p>\n\n\n\n

Computer Vision 3A IAM<\/strong><\/p>\n\n\n\n

Part 1 : Slides-intro<\/a> – Slides-archi<\/a> – Slides-det<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 2 : Slides-ret<\/a> – Slides-interp<\/a> – TP_retrieval<\/a> – TP_gradCAM<\/a> <\/p>\n\n\n\n

Centrale Digital Lab – group 1 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP_Detection<\/a><\/p>\n\n\n\n

Part 5 : Slides<\/a> – TP_gradCAM<\/a> – TP_retrieval<\/a> – board<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

2021-2022<\/strong><\/p>\n\n\n\n

Centrale Digital Lab – group 2 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP CAM <\/a> \/ TP_ret<\/a> \/ TP_seg<\/a><\/p>\n\n\n\n

Data analysis: Big data & Spark<\/strong><\/p>\n\n\n\n

Drive Folder : link<\/a><\/p>\n\n\n\n

Computer Vision<\/strong><\/p>\n\n\n\n

Part 1 : Slides<\/a> – TP1<\/a> <\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – TP3<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP4<\/a><\/p>\n\n\n\n

Part 5 : Slides<\/a> <\/p>\n\n\n\n

Extra : TP CAM <\/a> <\/p>\n\n\n\n

Centrale Digital Lab – group 1 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – TP_classif<\/a> – Dataset<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP CAM <\/a> \/ TP Seg<\/a> \/ TP_ret<\/a><\/p>\n\n\n\n

Cluster presentation<\/strong>: cheat_sheet<\/a> <\/p>\n\n\n\n

<\/p>\n\n\n\n

2020-2021<\/strong><\/p>\n\n\n\n

1A Algo<\/strong><\/p>\n\n\n\n

TP_persistance<\/a><\/p>\n\n\n\n

Centrale Digital Lab – group 2 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : TP<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – Slides detection<\/a> \/ TP4<\/a> – Dataset<\/a> \/<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

TP CAM <\/a> \/ TP Seg<\/a><\/p>\n\n\n\n

Part 4: TP<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

ECM 2A – SISN – Deep learning<\/strong><\/p>\n\n\n\n

TP1<\/a><\/p>\n\n\n\n

TP2<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

ECM 3A – Big data – Spark<\/strong><\/p>\n\n\n\n

Part 1 and 2: Drive folder<\/a> <\/p>\n\n\n\n

<\/p>\n\n\n\n

Centrale Digital Lab – group 1 – Deep learning<\/strong><\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP2<\/a><\/p>\n\n\n\n

Part 4 : Slides<\/a> – Slides detection<\/a> \/ TP4<\/a> – Dataset<\/a> \/<\/p>\n\n\n\n

TP CAM <\/a> \/<\/p>\n\n\n\n

TP Seg<\/a><\/p>\n\n\n\n

Centrale Digital Lab – Data Analysis<\/strong><\/p>\n\n\n\n

Part 1 : TP1<\/a><\/p>\n\n\n\n

Part 2 : TP2<\/a> – Data<\/a><\/p>\n\n\n\n

Formation Python: Ecole doctorale<\/strong><\/p>\n\n\n\n

TP Intro<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

Datathon Covid 2020: <\/strong><\/h3>\n\n\n\n

Notebook<\/a> – toydataset<\/a> <\/p>\n\n\n\n

<\/p>\n\n\n\n

2019-2020<\/strong><\/p>\n\n\n\n

ECM 3A IA – Computer vision<\/strong> <\/p>\n\n\n\n

Part 1 : Slides<\/a> – TP archive<\/a>\n<\/p>\n\n\n\n

Part 2 : Slides<\/a> – TP archive1<\/a> – Dataset<\/a> – TP archive2<\/a><\/p>\n\n\n\n

Part 3 : Slides<\/a> – Notebook_classif<\/a> – archive_retrieval<\/a> – Dataset_classif<\/a> <\/p>\n\n\n\n

Part 4 : Slides<\/a> – Archive 1<\/a> – Archive 2<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

2018-2019<\/strong><\/p>\n\n\n\n

Master 2 IAAA – Deep learning<\/strong>\n<\/p>\n\n\n\n

Slides (short version!)<\/a> – Notebook<\/a> – Dataset<\/a> <\/p>\n\n\n\n

ECM 3A IA – Deep learning – deep architectures<\/strong> <\/p>\n\n\n\n

Slides<\/a> – \nNotebook<\/a> – \nDataset<\/a>\n<\/p>\n\n\n\n

ECM 1A Tronc commun informatique – travail en autonomie<\/strong> <\/p>\n\n\n\n

TD A2 : Sujet<\/a> \n<\/p>\n\n\n\n

TP A2 : Sujet<\/a> \n<\/p>\n\n\n\n

– TP archive<\/a> – Dataset<\/a> <\/p>\n\n\n\n

Part 3 : Slides<\/a> – TP archive part A<\/a> \/ TP archive part A drive link<\/a> – TP archive part B<\/a> \/ TP archive part B drive link<\/a>\n<\/p>\n\n\n\n

Part 4 : Slides<\/a> – TP archive<\/a>\n<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

I teach in the field of computer science, machine learning and computer vision at Ecole Centrale Marseille (ECM) and at the Aix-Marseille University (AMU) in the Master IAAA (Artificial Intelligence and Machine Learning) 2024-2025 Computer Vision TP1 Slides CNN TP2 Slides_archi – Slides_detection TP3 – Dataset Slides_trans – Slides_ret Slides_XAI1 – Slides_XAI2 TP4 – TP_XAI2 …<\/p>\n

Teaching<\/span>Read More »<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-36","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/36","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=36"}],"version-history":[{"count":93,"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/36\/revisions"}],"predecessor-version":[{"id":424,"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/36\/revisions\/424"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~ronan.sicre\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}