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Researchers (m/w/d) in Deep Video for CORTEX2

Researchers (m/w/d) in Deep Video for CORTEX2

Jobtitle

 

Researcher (m/f/d) in the field of Deep-Learning based generative models for video compression and transmission

Full Job Title - DE
Wissenschaftliche Mitarbeiter (m/w/d) im Bereich Deep-Learning basierte generative Modelle für die Videokompression und -übertragung
Full Job Title - EN
Researchers (m/f/d) in the field of Deep-Learning based generative models for video compression and transmission
Area
Science
Department
Augmented Vision
Location
Kaiserslautern
Contact
Dr. Pagani, Alain
Contact Phone no
+49 631 20575 3530
Address
Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI);Trippstadter Str 122;67663 Kaiserslautern
Email
alain.pagani@dfki.de
Employment Category
Full time
Type of Contract
Temporary
Department Description - DE
3994
Department Description - EN
3965
If time-limited, then until
31.07.2025
Term (months)
36
Valid to
31.07.2022
Ref No
10447-2022

Your tasks

  • Contribution to research and development in the field of Deep Learning based generative models for video transmission
  • Contribution to research and development in real-time video-to-video synthesis with physically consistent image transformations (e.g. head pose correction)
  • Scientific literature research and practical experiments with state-of-the-art algorithms
  • Development of applications in the area of extended reality for cooperative telepresence

Your qualifications

  • Degree in Computer Science (Master or comparable)
  • Deep knowledge in some of the following areas: machine learning and deep learning, image processing and Computer Vision
  • Very good C++ and Python knowledge
  • Experience with Deep Learning frameworks (TensorFlow, PyTorch)
  • Experience with Generative Adversarial Networks and autoencoders
  • Excellent communication and ability to work in teams

Your benefits

 We offer excellent working conditions with interesting research topics in an interdisciplinary team at an internationally renowned research institute. Possibility to start a PhD or teach as a PostDoc at the TU Kaiserslautern.  Further information about our research area can be found at: http://av.dfki.de.

The German Research Center for Artificial Intelligence (DFKI) is Germany's leading business-oriented research institution in the field of innovative software technologies based on artificial intelligence methods. In the international scientific community, DFKI ranks among the most recognized "Centers of Excellence" and currently is the biggest research center worldwide in the area of Artificial Intelligence and its application in terms of number of employees and the volume of external funds. The DFKI cooperates closely with national and international companies.

DFKI encourages applications from people with disability; DFKI intends to increase the proportion of female employees in the field of science and encourages women to apply for this position.

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