Research Scientist

2 semanas atrás


Porto, Porto, Portugal Cnrs Tempo inteiro
Job Description

In this project, we aim to investigate novel approaches to video compression that balance performance and complexity. As a Research Scientist, you will work on developing low-complexity algorithms for video compression/decompression.

About the Project

We start from a complex learning-based coder and aim to extract efficient features for low-complexity compression. Our goal is to investigate how to deduce common analysis tools from a trained network with millions of parameters.

Responsibilities
  • Develop low-complexity video compression algorithms
  • Analyze the strengths and limitations of deep architectures in video compression
  • Investigate how to extract common features from linear filters
About Cnrs

Cnrs (Centre National de la Recherche Scientifique) is a French public research institution dedicated to scientific research. We offer a dynamic and international environment for researchers to explore new ideas and collaborate with experts.

Benefits
  • A competitive salary: €50,000 per year
  • A comprehensive benefits package, including health insurance and retirement savings
  • The opportunity to work on cutting-edge projects and publish research papers
Requirements
  • Ph.D. in Computer Science or a related field
  • Experience in machine learning and deep learning
  • Familiarity with video compression algorithms and techniques


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