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deep:start [2021/07/30 11:11] edecenciere [Deep Learning for Image Analysis] |
deep:start [2022/01/03 12:38] edecenciere [Winter 2021-2022 edition: IASD master] |
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* Samy Blusseau | * Samy Blusseau | ||
+ | |||
+ | ===== Winter 2021-2022 edition: IASD master ===== | ||
+ | |||
+ | The course will be held at Mines Paris: 60 Bd. Saint-Michel (Paris 6ème). | ||
+ | |||
+ | Each session will begin with two hours of lectures, followed by one hour of practical work. The students must bring their laptops with a configured WiFi access to eduroam. | ||
+ | |||
+ | |||
+ | === Timetable === | ||
+ | |||
+ | |||
+ | | Date | Time | Classroom | | ||
+ | | 12/01 | 8h30-11h45 | L-224 | ||
+ | | 19/01 | 8h30-11h45 | ||
+ | | 26/01 | 8h30-11h45 | ||
+ | | 02/02 | 8h30-11h45 | | ||
+ | | 09/02 | 8h30-11h45 | ||
+ | | 16/02 | 8h30-11h45 | ||
+ | | 23/02 | 8h30-11h45 | ||
+ | | 09/03 | 8h30-11h45 | ||
+ | | 23/03 | 10h00-11h45 | ||
===== Fall 2021 edition: MINES ParisTech (MP1523/5) ===== | ===== Fall 2021 edition: MINES ParisTech (MP1523/5) ===== | ||
+ | |||
=== Practical work === | === Practical work === | ||
+ | Link for lecturers and teaching assistants: | ||
- | Link to download practical sessions material: | + | https:// |
- | https:// | ||
- | The following assignments will be available from: | + | Link to download practical sessions and course material: |
- | https://tinyurl.com/y3x6andh | + | https://cloud.mines-paristech.fr/ |
=== Timetable === | === Timetable === | ||
- | First lecture: September 22, 13h45, in classroom L118. | + | | Date | Time | Classroom | Teaching assistant | |
+ | | 21/09 | 13h45 | L-218 | Tarek Zenati | | ||
+ | | 28/09 | 13h35 | L-213 | Mateus Sangalli | | ||
+ | | 05/10 | 13h45 | L-118 | Daniel Zyss | | ||
+ | | 12/10 | 13h45 | L-224 | Valentin Penaud-Polge | ||
+ | | 20/10 | ** 9h00 ** | | ||
+ | | 26/10 | 13h45 | | ||
+ | | 02/11 | 13h45 | L-109 | | | ||
+ | | 9/11 | 13h45 | L-218 | ||
+ | ===== Winter 2020 edition: IASD Master | ||
- | | Date | Time | Classroom | | ||
- | | 21/09 | 13h45 | | | ||
- | | 28/09 | 13h35 | | | ||
- | | 05/10 | 13h45 | | | ||
- | | 12/10 | 13h45 | | | ||
- | | 20/10 | ** 9h00 ** | | | ||
- | | 26/10 | 13h45 | | | ||
- | | 02/09 | 13h45 | | | ||
- | | 9/09 | 13h45 | | | ||
- | ===== Winter 2021 edition: IASD Master | ||
- | __Exam:__ March 24, 10h - 12h. Classroom V106B, at MINES ParisTech (60 Bd. Saint-Michel). | ||
- | Lien vers les supports de cours: [[https:// | ||
- | |||
- | === Timetable === | ||
- | |||
- | | Date | Time | Classroom | Lectures | Invited speaker | | ||
- | | 13/01 | 8h30-11h45 | Zoom | Machine learning; artificial neural networks; convolutions neural networks I; ethical aspects | | ||
- | | 20/01 | 8h30-11h45 | Zoom | Convolutional neural networks II | Vincent Morard | | ||
- | | 27/01 | 8h30-11h45 | | Optimization; | ||
- | | 03/02 | 8h30-11h45 | | Network introspection and visualization ; object detection | Sébastien Lefèvre | ||
- | | 10/02 | 8h30-11h45 | | DL in practice ; case study | C. Breuil, C. Meurée | | ||
- | | 17/02 | 8h30-11h45 | | Reducing supervision | Claire-Hélène Demarty | | ||
- | | 03/03 |8h30-11h45 | ||
- | | 10/03 | 8h30-11h45 | | Advanced techniques II | Martin Bauw and/or Valentin Penaud-Polge| | ||
- | | 17/03 | 9h-10h30 | | Exam | | | ||
=== Invited speakers === | === Invited speakers === | ||
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* Valentin Penaud-Polge (CMM, Mines Paris): couches paramétriques | * Valentin Penaud-Polge (CMM, Mines Paris): couches paramétriques | ||
- | === Propositions de stages === | ||
- | [[https:// | ||
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https:// | https:// | ||
- | === Timetable === | + | ===== Winter |
- | + | ||
- | + | ||
- | First lecture: september 22, 13h45, in classroom L118. | + | |
- | + | ||
- | | Date | Time | Classroom | | + | |
- | | 22/09 | 13h45 | L118 | | + | |
- | | 29/09 | 13h35 | L109 | | + | |
- | | 06/10 | 13h45 | L108 | | + | |
- | | 13/10 | 13h45 | V106A | | + | |
- | | 20/10 | 13h45 | L224 | | + | |
- | | 27/10 | 13h45 | V106A | | + | |
- | | 04/09 |** 9h ** | V106A | | + | |
- | | 10/09 | 13h45 | V334 | | + | |
- | ===== Winter | + | |
__Teaching assistants__ | __Teaching assistants__ |