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Seminar on Internet Technologies(Winter 2021/2022): Difference between revisions

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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 (12-15 pages) (LaTeX Template:[ftp://ftp.springernature.com/cs-proceeding/llncs/llncs2e.zip]).
* 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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| [Weijun Wang, weijun.wang@informatik.uni-goettingen.de]
| [Weijun Wang, weijun.wang@informatik.uni-goettingen.de]
|[https://dl.acm.org/doi/pdf/10.1145/3341301.3359658][https://dl.acm.org/doi/pdf/10.1145/3458864.3467882]
|[https://dl.acm.org/doi/pdf/10.1145/3341301.3359658][https://dl.acm.org/doi/pdf/10.1145/3458864.3467882]
| Yes
|-
|-
|Physics-informed neural networks: Principles, Case studies, and Prospects
| In this project, you will be devoted to solving a specific problem using physics-informed neural networks with a small set of existing experimental data. The student is expected to be interested in the interdisciplinary subject of physics and computer science.
| Basic programming knowledge, Basic machine learning knowledge
| [Yunxiao Zhang, yunxiao.zhang@ds.mpg.de]
|[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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