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deep:start [2021/01/18 15:58] edecenciere [Winter 2021 edition: IASD Master] |
deep:start [2021/11/02 09:22] edecenciere [Fall 2021 edition: MINES ParisTech (MP1523/5)] |
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- | ===== Winter | + | ===== Fall 2021 edition: |
- | Lien vers les supports de cours: [[https://frama.link/dlia_lectures]] | + | |
+ | === Practical work === | ||
+ | |||
+ | Link for lecturers and teaching assistants: | ||
+ | |||
+ | https://docs.google.com/ | ||
+ | |||
+ | |||
+ | Link to download practical sessions and course material: | ||
+ | |||
+ | https:// | ||
=== Timetable === | === Timetable === | ||
- | | Date | Time | Classroom | Lectures | Invited speaker | + | |
- | | 13/01 | 8h30-11h45 | Zoom | Machine learning; artificial neural networks; convolutions neural networks I; ethical aspects | + | | Date | Time | Classroom | Teaching assistant |
- | | 20/01 | 8h30-11h45 | Zoom | Convolutional neural networks II | Vincent Morard | + | | 21/09 | 13h45 | L-218 | Tarek Zenati |
- | | 27/01 | 8h30-11h45 | | Optimization; | + | | 28/09 | 13h35 | L-213 | Mateus Sangalli |
- | | 03/02 | 8h30-11h45 | | Network introspection and visualization ; object detection | Sébastien Lefèvre | + | | 05/10 | 13h45 | L-118 |
- | | 10/02 | 8h30-11h45 | | DL in practice ; case study | Timothée Faucon | + | | 12/10 | 13h45 | L-224 | Valentin Penaud-Polge |
- | | 17/02 | 8h30-11h45 | | Reducing supervision | Claire-Hélène Demarty | + | | 20/10 | ** 9h00 ** | L-109 |
- | | 03/03 |8h30-11h45 | + | | 26/10 | 13h45 | L-109 | Martin Bauw | |
- | | 10/03 | 8h30-11h45 | | Advanced techniques II | Martin Bauw and/or Valentin Penaud-Polge| | + | | 02/11 | 13h45 |
- | | 17/03 | 9h-10h30 | | Exam | | | + | | 9/11 | 13h45 | L-218 | |
+ | ===== Winter 2020 edition: IASD Master | ||
+ | |||
+ | |||
=== Invited speakers === | === Invited speakers === | ||
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* Sébastien Lefèvre (IRISA) : Deep Learning in Remote Sensing: Challenges and Results | * Sébastien Lefèvre (IRISA) : Deep Learning in Remote Sensing: Challenges and Results | ||
* Claire-Hélène Demarty (InterDigital) : Deep Learning for post production in movie industry | * Claire-Hélène Demarty (InterDigital) : Deep Learning for post production in movie industry | ||
- | * Timothée Faucon | + | * Camille Breuil et Cédric Meurée |
* Diego Tuccillo (Instituto de Astrofisica de Canarias): Deep learning applications in Astronomy | * Diego Tuccillo (Instituto de Astrofisica de Canarias): Deep learning applications in Astronomy | ||
* Martin Bauw (CMM, Mines Paris): détection d' | * Martin Bauw (CMM, Mines Paris): détection d' | ||
* Valentin Penaud-Polge (CMM, Mines Paris): couches paramétriques | * Valentin Penaud-Polge (CMM, Mines Paris): couches paramétriques | ||
- | === Propositions de stages === | ||
- | [[http:// | + | |
- | de matériaux « soil-mixing »]] | + | |
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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__ |