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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich

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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

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News

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

02.03.2023

CVPR 2023

We have six papers accepted to CVPR 2023. Check out our publication page for more details.

15.10.2022

NeurIPS 2022

We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

15.10.2022

WACV 2023

We have two papers accepted at WACV 2023. Check out our publication page for more details.

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teaching:ws2018:dlpractice_ws2018 [2018/08/10 13:02]
Dr. Vladimir Golkov
teaching:ws2018:dlpractice_ws2018 [2019/01/22 10:29]
Dr. Vladimir Golkov
Line 5: Line 5:
  
 ===== Winter Semester 2018/2019, TU München ===== ===== Winter Semester 2018/2019, TU München =====
 +
 +<html>
 +<font color="red" size="4"><b>
 +This is the winter semester 2018/2019 course. For the summer semester 2019 course, see
 +</html>
 +[[teaching:ss2019:dlpractice_ss2019|here]].
 +<html>
 +</b></font>
 +</html>
  
 **Please direct all questions regarding this practical course to golkov[at]in.tum.de**\\ **Please direct all questions regarding this practical course to golkov[at]in.tum.de**\\
Line 30: Line 39:
   * Standard and advanced network architectures   * Standard and advanced network architectures
   * Tasks beyond supervised learning   * Tasks beyond supervised learning
-  * Design of data representations and architectures, choice of loss functions, tuning of hyperparameters.+  * Design of architectures, choice of loss functions, tuning of hyperparameters.
  
 The projects will be geared towards developing novel solutions for <html><font color="blue"><b>real open problems</b></font></html>. Projects with various interesting problems and data representations will be offered. The projects will be geared towards developing novel solutions for <html><font color="blue"><b>real open problems</b></font></html>. Projects with various interesting problems and data representations will be offered.
Line 51: Line 60:
 There will be three lectures in the beginning of the semester.\\ There will be three lectures in the beginning of the semester.\\
 Time: Tuesdays 2-4pm\\ Time: Tuesdays 2-4pm\\
-Room: 03.13.010+Room: [[https://portal.mytum.de/displayRoomMap?roomid=03.13.010@5613&disable_decoration=yes|03.13.010]]
  
 16 October: Machine Learning; Artificial Neural Networks; Network Training; Convolutional Neural Networks\\ 16 October: Machine Learning; Artificial Neural Networks; Network Training; Convolutional Neural Networks\\
 23 October: Recap; Network Architecture Design; Understanding and Visualizing\\ 23 October: Recap; Network Architecture Design; Understanding and Visualizing\\
 30 October: Recap; Programming; Evaluating\\ 30 October: Recap; Programming; Evaluating\\
-6 November: Q&A\\+6 November: Q&about Deep Learning\\
  
 //Note: ECTS credits are the measure of workload. So-called semester weekly hours (Semesterwochenstunden, SWS) are NOT a measure of project work time, but merely of classroom time.//  //Note: ECTS credits are the measure of workload. So-called semester weekly hours (Semesterwochenstunden, SWS) are NOT a measure of project work time, but merely of classroom time.// 
Line 66: Line 75:
   * [[http://www.mlyearning.org/|Ng: Machine Learning Yearning]]   * [[http://www.mlyearning.org/|Ng: Machine Learning Yearning]]
   * [[http://neuralnetworksanddeeplearning.com/|Nielsen: Neural Networks and Deep Learning]]   * [[http://neuralnetworksanddeeplearning.com/|Nielsen: Neural Networks and Deep Learning]]
 +  * [[https://arxiv.org/abs/1206.5533|Y. Bengio: Practical Recommendations]]
  

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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:

News

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

02.03.2023

CVPR 2023

We have six papers accepted to CVPR 2023. Check out our publication page for more details.

15.10.2022

NeurIPS 2022

We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

15.10.2022

WACV 2023

We have two papers accepted at WACV 2023. Check out our publication page for more details.

More