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|ta =[http://www.net.informatik.uni-goettingen.de/?q=people/jiaquan-zhang MSc. Jiaquan Zhang]; | |ta =[http://www.net.informatik.uni-goettingen.de/?q=people/jiaquan-zhang MSc. Jiaquan Zhang]; | ||
|'''Please read this introduction slide [https://docs.google.com/presentation/d/13hmKYBmB4tbTFNeK1GvBAs1qZntMYo75o8ycb1NgYXI/edit?usp=sharing]. If there is any question, please contact teaching assistants.''' | |'''Please read this introduction slide [https://docs.google.com/presentation/d/13hmKYBmB4tbTFNeK1GvBAs1qZntMYo75o8ycb1NgYXI/edit?usp=sharing]. If there is any question, please contact teaching assistants.''' | ||
|ta = Zhengze Li [zhengze.li@stud.uni-goettingen.de] | |||
|time=Nov 4th. Register on ecampus before Nov 8th.'''Please read this introduction slide [https://docs.google.com/presentation/d/13hmKYBmB4tbTFNeK1GvBAs1qZntMYo75o8ycb1NgYXI/edit?usp=sharing]. If there is any question, please contact teaching assistants.''' | |||
|place=Through Zoom, waiting link | |place=Through Zoom, waiting link | ||
|univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=279555&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung]}} | |univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=279555&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung]}} | ||
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* Present the selected topic (20 min. presentation + 10 min. Q&A). | * Present the selected topic (20 min. presentation + 10 min. Q&A). | ||
** This accounts for 40% of your grade. | ** This accounts for 40% of your grade. | ||
* Write a report on the selected topic ( | * Write a report on the selected topic (10-15 pages) (LaTeX Template:[ftp://ftp.springernature.com/cs-proceeding/llncs/llncs2e.zip]). | ||
** This accounts for 40% of your grade. | ** This accounts for 40% of your grade. | ||
* Please check the [[#Schedule]] and adhere to it. | * Please check the [[#Schedule]] and adhere to it. | ||
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|[https://arxiv.org/pdf/2006.10637.pdf][https://arxiv.org/pdf/2006.10538.pdf] [https://arxiv.org/pdf/2006.07988.pdf] | |[https://arxiv.org/pdf/2006.10637.pdf][https://arxiv.org/pdf/2006.10538.pdf] [https://arxiv.org/pdf/2006.07988.pdf] | ||
| Yes | | Yes | ||
|- | |||
|- | |||
| Submodel Federated learning | |||
| In this topic, you will study Submodel Federated learning. | |||
| Basic programming knowledge, Basic machine learning knowledge | |||
| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de] | |||
|[https://arxiv.org/abs/1911.02254] | |||
| No | |||
|- | |- | ||
|- | |- | ||
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|[https://www.nature.com/articles/s42254-021-00314-5] | |[https://www.nature.com/articles/s42254-021-00314-5] | ||
| Yes | |||
|- | |||
|- | |||
| Change Detection in Satellite Image Time Series | |||
| In this topic, you will study methods to detect changes in land-use, vegetation etc. in Satellite Image Time Series. | |||
| Basic machine learning knowledge | |||
| [Fabian Wölk, fabian.woelk@cs.uni-goettingen.de] | |||
| | |||
| Yes | |||
|- | |||
|- | |||
| Satellite-based approaches for Flood Management | |||
| In this topic, you will study methods to predict and/or map floods by utilizing image data from satellites. | |||
| Basic machine learning knowledge | |||
| [Fabian Wölk, fabian.woelk@cs.uni-goettingen.de] | |||
| | |||
| Yes | | Yes | ||
|- | |- |
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