Machine learning compression

Research group on the applications of machine learning to compression

Working group on ML for compression

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Machine learning technologies are proving extremely powerful in many fields of signal processing, telecommunication and computer science. Compression is one of those fields where learning-based approaches are expected to revolutionize the practice and the performance.

This working group has the targets of:

  • Keep an updated state-of-the-art about ML technologies for compression
  • Gather scholars working in the field in the Paris-Saclay campus and besides
  • Organize seminars and discussions about ML for compression
  • Maintain resources such as datasets, (open-access) papers, demonstrators, software, mailing lists

 

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