Research Associate in Efficient Deep Learning for

il y a 2 semaines

Luxembourg, Luxembourg Université du Luxembourg Temps plein

SnT is a leading
international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.

We're looking for people driven by excellence, excited about innovation, and looking to make a difference. If this sounds like you, you've come to the right place

Your Role
:

  • Shaping research directions and producing results.

Topics include but are not limited to:

  • Deep learning models suitable for deployment on edge devices (e.g., NVIDIA Jetson, FPGA, etc.)
  • Neural Architecture Search (NAS) for mínimal deep architectural design
  • Efficient inorbit object pose estimation and tracking
  • Disseminating results through scientific publications
  • Providing guidance to PhD and MSc students
  • Providing support in setting up and running experiments in the SnT Computer Vision and the Zero-G labs
  • Participating in organizing relevant workshops and demonstrations
  • Participating to teaching activities
  • Coordinating research projects and delivering outputs
  • Working closely with project's stakeholders
  • Collaborating with industrial partners

Your Profile
:

  • A PhD degree in Electrical Engineering, Computer Science, Applied Mathematics or a related field
  • Competitive research record in Computer Vision, preferably with publications at toptier CV/ML conferences/journals (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, TPAMI, etc.)
  • Broad experience with machine learning algorithms and deep learning concepts
  • Highly experienced in one or more of the following topics:
  • Efficient deep learning
  • Neural Architecture Search (NAS)
  • Embedded systems
  • Jetson-Nano and/or FPGA deployment
  • Object pose estimation and tracking
  • A particular interest for efficient algorithms
  • Strong mathematical background
  • Commitment, team working and a critical mind
  • Strong development skills in Python, C and C++
  • Familiarity with deep learning frameworks such as PyTorch and TensorFlow
  • Fluent written and verbal communication skills in English are mandatory
  • Advanced scientific report writing skills

Here's what awaits you at SnT
:

-
Exciting infrastructures and unique labs. At SnT's two campuses, our researchers can take a walk on the moon at the LunaLab, build a nanosatellite, or help make autonomous vehicles even better
-
The right place for IMPACT. SnT researchers engage in demand-driven projects. Through our Partnership Programme, we work on projects with more than 55 industry partners
-
Be part of a multicultural family**. At SnT we have more than 60 nationalities. Throughout the year, we organise team-building events, networking activities and more

  • Postdoc Efficient Deep Learning for Computer Vision

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    Postdoc Efficient Deep Learning for Computer Vision Space App:EmployerInterdisciplinary Centre for Security, Reliability and Trust (SnT), University of LuxembourgLocationLuxembourgSalaryNegotiableClosing date4 Jun 2024Discipline Computing, Engineering Job Type Postdoctoral Employment - Hours Full time Duration Fixed term Qualification Masters Sector...

  • Postdoctoral Researcher in Deep Learning

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research in the areas of Computer...

  • Phd Student in Sparse Training for Deep Neural

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is seeking to hire a PhD student in the Department of Computer Science within the newly established group in Machine Learning led by Prof. Decebal Mocanu.Solving today's scientific and real-world problems requires a new generation of Artificial Intelligence algorithms.The newly established group in Machine Learning at the...

  • Research Associate Candidate in Robust Ai for Flash

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Research Associate in Computer Vision for

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    Research Associate in Computer Vision for Autonomous Systems:EmployerInterdisciplinary Centre for Security, Reliability and Trust (SnT), University of LuxembourgLocationLuxembourgSalaryNegotiableClosing date2 May 2024Discipline Computing Job Type Postdoctoral Employment - Hours Full time Duration Fixed term Qualification PhD Sector Academia- You need to sign...

  • Research Associate Candidate in Robust Ai for Flash

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    About the SnT... SnT is a leading international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking...

  • Research Associate in Computer Vision for Autonomous Systems

    il y a 4 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About the SnT...SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for...

  • Research Associate in Computer Vision for Autonomous Systems

    Il y a 2 mois

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About the SnT...SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for...

  • Postdoctoral Researcher in Machine Learning and

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    The University | About us...The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University's faculties and interdisciplinary centres focus on research...

  • R&d in Ai/machine Learning for Medical Image

    il y a 2 semaines

    Luxembourg, Luxembourg Springer Nature Temps plein

    R&D in AI/Machine Learning for Medical Image Computing:EmployerUniversity of LuxembourgLocationLuxembourg, Esch-sur-AlzetteSalaryNegotiableClosing date11 May 2024Discipline Computing Job Type Engineer, Research Assistant, Researcher Employment - Hours Full time Duration Fixed term Qualification Masters Sector Academia- You need to sign in or create an...

  • Research Associate in Computer Vision for

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Research Associate in Computer Vision for

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    About the SnT... SnT is a leading international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking...

  • Research Associate

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    About the SnT... SnT is a leading international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.Within SnT, the...

  • Research Associate

    il y a 2 semaines

    Luxembourg, Luxembourg University of Luxembourg Temps plein

    About the SnT... SnT is a leading international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.Within SnT, the...

  • Research Associates

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Research Associate in Computer Vision-based Anomaly

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • PhD in AI/Machine Learning for Medical Image Computing

    il y a 4 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About us...The Luxembourg Centre for Systems Biomedicine (LCSB) is an interdisciplinary research centre of the University of Luxembourg. We conduct fundamental and translational research in the field of Systems Biology and Biomedicine - in the lab, in the clinic and in silico. We focus on neurodegenerative processes and are especially interested in...

  • PhD in AI/Machine Learning for Medical Image Computing

    il y a 1 mois

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    About us...The Luxembourg Centre for Systems Biomedicine (LCSB) is an interdisciplinary research centre of the University of Luxembourg. We conduct fundamental and translational research in the field of Systems Biology and Biomedicine - in the lab, in the clinic and in silico. We focus on neurodegenerative processes and are especially interested in...

  • Research Associate in Computer Vision-based Anomaly

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.We're looking for people driven by...

  • Research Associate

    il y a 2 semaines

    Luxembourg, Luxembourg Université du Luxembourg Temps plein

    The University of Luxembourg is seeking to hire a highly motivated and outstanding researcher in the area of machine learning optimization for physical layer applied to satellite communications in its Interdisciplinary Centre of Security and Trust (SnT), within the Signal Processing and Communications (SigCom) research group, led by Prof. Symeon...