Zobrazeno 1 - 10
of 226
pro vyhledávání: '"A. Gkelios"'
This paper presents the 6th place solution to the Google Universal Image Embedding competition on Kaggle. Our approach is based on the CLIP architecture, a powerful pre-trained model used to learn visual representation from natural language supervisi
Externí odkaz:
http://arxiv.org/abs/2210.09377
Autor:
George Sklias, Socratis Gkelios, Dimitrios Dimitriou, Maria Sartzetaki, Savvas A. Chatzichristofis
Publikováno v:
IEEE Access, Vol 12, Pp 85955-85968 (2024)
In this study, we introduce a versatile and scalable optimization tool designed to address several critical project management needs. Our aim is to provide project managers with a robust decision support system that enhances and streamlines decision-
Externí odkaz:
https://doaj.org/article/c40bb950eed842d69c97038c501844e2
This paper introduces a plug-and-play descriptor that can be effectively adopted for image retrieval tasks without prior initialization or preparation. The description method utilizes the recently proposed Vision Transformer network while it does not
Externí odkaz:
http://arxiv.org/abs/2101.03771
Autor:
Stefanopoulou, Aliki, Raptis, Emmanuel K., Apostolidis, Savvas D., Gkelios, Socratis, Kapoutsis, Athanasios Ch., Chatzichristofis, Savvas A., Vrochidis, Stefanos, Kosmatopoulos, Elias B.
Publikováno v:
International Journal of Intelligent Robotics & Applications; Sep2024, Vol. 8 Issue 3, p629-647, 19p
Publikováno v:
IEEE Access, Vol 11, Pp 38208-38217 (2023)
The overall purpose of this study is to propose a novel fine-tuning method for the CLIP architecture that enables the retention of pre-existing knowledge from large datasets and the creation of a domain-agnostic image encoder for universal image embe
Externí odkaz:
https://doaj.org/article/2b880768e8404191b7a6a66b99035513
Publikováno v:
Energies, Vol 17, Iss 3, p 570 (2024)
ANNs have become a cornerstone in efficiently managing building energy management systems (BEMSs) as they offer advanced capabilities for prediction, control, and optimization. This paper offers a detailed review of recent, significant research in th
Externí odkaz:
https://doaj.org/article/e73932f0c2dd4d3cb0aa27887c57ffa4
Autor:
Zinon Zinonos, Socratis Gkelios, Ala F. Khalifeh, Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Publikováno v:
IEEE Access, Vol 10, Pp 122-133 (2022)
Image transmission over Low-Power Wide Area Networks (LP-WAN) protocols has always been a difficult task since it necessitates high data rates and high energy consumption. Long Range (LoRa) is one such protocol, which is excellent for transferring da
Externí odkaz:
https://doaj.org/article/823a9875c3c9474ebab3cc5c886c7b36
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Gkelios, Socratis, Sophokleous, Aphrodite, Plakias, Spiros, Boutalis, Yiannis, Chatzichristofis, Savvas A.
Publikováno v:
In Expert Systems With Applications 1 September 2021 177
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.