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Dieter Balemans predoc researcher FWO
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Publications Dieter Balemans

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  • Dieter Balemans

Deep learning model compression for resource efficient activity recognition on edge devices : a case study

Source
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 27-29 February, 2024, Rome, Italy- () p. 575-584
Author(s)
    Dieter Balemans, Benjamin Vandersmissen, Jan Steckel, Siegfried Mercelis, Philippe Reiter, José Antonio Oramas Mogrovejo
Citation link

Autonomous navigation using model-based reinforcement learning

Source
3PGCIC 2022 International Conference on P2P, Parallel, Grid, Cloud and Internet Computing- () p. 268-277
Author(s)
    Siemen Herremans, Jens de Hoog, Simon Vanneste, Dieter Balemans, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
Citation link

Resource efficient AI : exploring neural network pruning for task specialization

Source
Internet of Things - ISSN 2542-6605-20 (2022) p. 1-11
Author(s)
    Dieter Balemans, Philippe Reiter, Jan Steckel, Peter Hellinckx
Citation link

Transfer learning in autonomous driving using real-world samples

Source
Advances on P2P, Parallel, Grid, Cloud and Internet Computing : proceedings of the 16th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2021)- () p. 237-245
Author(s)
    Arne Troch, Jens de Hoog, Simon Vanneste, Dieter Balemans, Steven Latré, Peter Hellinckx
Citation link

Smart Highway : an interoperable V2X testbed for connected and autonomous mobility services in Belgium

Source
27th ITS World Congress, 11-15 October, 2021, Hamburg, Germany- () p. 2080-2091
Author(s)
    Seilendria Ardityarama Hadiwardoyo, Vasilis Maglogiannis, Dries Naudts, Erik de Britto e Silva, Daniel van den Akker, Dieter Balemans, Ingrid Moerman, Peter Hellinckx, Johann Marquez-Barja
Citation link
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