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pro vyhledávání: '"Tolias, Kyriakos"'
Continual learning on edge devices poses unique challenges due to stringent resource constraints. This paper introduces a novel method that leverages stochastic competition principles to promote sparsity, significantly reducing deep network memory fo
Externí odkaz:
http://arxiv.org/abs/2407.10758
Autor:
Voskou, Andreas, Panousis, Konstantinos P., Partaourides, Harris, Tolias, Kyriakos, Chatzis, Sotirios
Publikováno v:
Proceedings of the IEEE/CVF International Conference on Computer Vision. 2023. p. 1966-1975
Automatic Sign Language Translation (SLT) is a research avenue of great societal impact. End-to-End SLT facilitates the interaction of Hard-of-Hearing (HoH) with hearing people, thus improving their social life and opportunities for participation in
Externí odkaz:
http://arxiv.org/abs/2310.04753
Autor:
Nicolaou, Sergis, Mavrides, Lambros, Tryfou, Georgina, Tolias, Kyriakos, Panousis, Konstantinos, Chatzis, Sotirios, Theodoridis, Sergios
Speech is the most common way humans express their feelings, and sentiment analysis is the use of tools such as natural language processing and computational algorithms to identify the polarity of these feelings. Even though this field has seen treme
Externí odkaz:
http://arxiv.org/abs/2109.07228
Autor:
Tolias, Kyriakos, Chatzis, Sotirios
Recent advances in deep learning have brought to the fore models that can make multiple computational steps in the service of completing a task; these are capable of describ- ing long-term dependencies in sequential data. Novel recurrent attention mo
Externí odkaz:
http://arxiv.org/abs/1809.01229
Autor:
Tolias, Kyriakos
Since the very first days of the Computer Era, machines provided us the ability to collect and store vast amount of information. It, soon, became obvious that harvesting information was an entirely different task, much more complicated and demanding.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1540::20ea935e334525af67663eefbba66c17
https://hdl.handle.net/20.500.14279/19893
https://hdl.handle.net/20.500.14279/19893
Akademický článek
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Autor:
Tolias, Kyriakos1 (AUTHOR), Chatzis, Sotirios P.1 (AUTHOR) sotirios.chatzis@cut.ac.cy
Publikováno v:
IEEE Transactions on Neural Networks & Learning Systems. Aug2019, Vol. 30 Issue 8, p2463-2477. 15p.
Autor:
Tolias, Kyriakos, Chatzis, Sotirios P.
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems; August 2019, Vol. 30 Issue: 8 p2463-2477, 15p