Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Lytos, Anastasios"'
Autor:
Siniosoglou, Ilias, Argyriou, Vasileios, Fragulis, George, Fouliras, Panagiotis, Papadopoulos, Georgios Th., Lytos, Anastasios, Sarigiannidis, Panagiotis
The time-consuming nature of training and deploying complicated Machine and Deep Learning (DL) models for a variety of applications continues to pose significant challenges in the field of Machine Learning (ML). These challenges are particularly pron
Externí odkaz:
http://arxiv.org/abs/2409.06904
Autor:
Li, Vladislav, Tsoumplekas, Georgios, Siniosoglou, Ilias, Argyriou, Vasileios, Lytos, Anastasios, Fountoukidis, Eleftherios, Sarigiannidis, Panagiotis
Current methods for low- and few-shot object detection have primarily focused on enhancing model performance for detecting objects. One common approach to achieve this is by combining model finetuning with data augmentation strategies. However, littl
Externí odkaz:
http://arxiv.org/abs/2408.10940
Autor:
Tsoumplekas, Georgios, Li, Vladislav, Argyriou, Vasileios, Lytos, Anastasios, Fountoukidis, Eleftherios, Goudos, Sotirios K., Moscholios, Ioannis D., Sarigiannidis, Panagiotis
Despite deep learning's widespread success, its data-hungry and computationally expensive nature makes it impractical for many data-constrained real-world applications. Few-Shot Learning (FSL) aims to address these limitations by enabling rapid adapt
Externí odkaz:
http://arxiv.org/abs/2402.03017
Publikováno v:
Information Processing & Management, Volume 56, Issue 6, 2019
Argumentation mining is a rising subject in the computational linguistics domain focusing on extracting structured arguments from natural text, often from unstructured or noisy text. The initial approaches on modeling arguments was aiming to identify
Externí odkaz:
http://arxiv.org/abs/1907.02258
Autor:
Makris, Ioannis, Lytos, Anastasios, Kyranou, Konstantinos, Argyriou, Vasileios, Lagkas, Thomas, Kollias, Konstantinos-Filippos, Fragoulis, George F., Sarigianndis, Panagiotis
Publikováno v:
AIP Conference Proceedings; 2024, Vol. 3220 Issue 1, p1-9, 9p
The field of Argumentation Mining has arisen from the need of determining the underlying causes from an expressed opinion and the urgency to develop the established fields of Opinion Mining and Sentiment Analysis. The recent progress in the wider fie
Externí odkaz:
http://arxiv.org/abs/1809.06943
Autor:
Lytos, Anastasios, Lagkas, Thomas, Sarigiannidis, Panagiotis, Argyriou, Vasileios, Eleftherakis, George
Publikováno v:
In Simulation Modelling Practice and Theory February 2022 115
Autor:
Argyropoulos, Nikolaos, Khodashenas, Pouria Sayyad, Mavropoulos, Orestis, Karapistoli, Eirini, Lytos, Anastasios, Karypidis, Paris Alexandros, Hofmann, Klaus-Peter
Publikováno v:
In Transportation Research Procedia 2021 52:307-314
Autor:
Lytos, Anastasios, Lagkas, Thomas, Sarigiannidis, Panagiotis, Zervakis, Michalis, Livanos, George
Publikováno v:
In Computer Networks 8 May 2020 172
Autor:
Lytos, Anastasios, Pliatsios, Dimitrios, Karypidis, Paris-Alexandros, Radoglou-Grammatikis, Panagiotis, Bothos, Ioannis, Pragidis, Ioannis, Sarigiannidis, Antonios, Margounakis, Dimitrios, Grigoriou, Elisavet, Saoulidis, Theocharis, Fountoukidis, Eleftherios, Sarigiannidis, Panagiotis
Publikováno v:
2022 2nd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED).
Energy efficiency lies at the very core of policy interventions for energy security, energy poverty and climate change, while it also is promoted by technological innovations and investments. However, it seems that these technologies are not adopted