Zobrazeno 1 - 10
of 331
pro vyhledávání: '"Drosou, P."'
Autor:
Moschopoulos, Vasileios, Kotsiopoulos, Thanasis, Parada, Pablo Peso, Nikiforidis, Konstantinos, Stergiadis, Alexandros, Papakostas, Gerasimos, Jalal, Md Asif, Zhang, Jisi, Drosou, Anastasios, Saravanan, Karthikeyan
State-of-the art Text-To-Music (TTM) generative AI models are large and require desktop or server class compute, making them infeasible for deployment on mobile phones. This paper presents an analysis of trade-offs between model compression and gener
Externí odkaz:
http://arxiv.org/abs/2406.17159
Autor:
Skartados, Evangelos, Yucel, Mehmet Kerim, Manganelli, Bruno, Drosou, Anastasios, Saà-Garriga, Albert
Neural Radiance Fields (NeRF) have quickly become the primary approach for 3D reconstruction and novel view synthesis in recent years due to their remarkable performance. Despite the huge interest in NeRF methods, a practical use case of NeRFs has la
Externí odkaz:
http://arxiv.org/abs/2403.04508
Autor:
Jalal, Md Asif, Parada, Pablo Peso, Pavlidis, George, Moschopoulos, Vasileios, Saravanan, Karthikeyan, Kontoulis, Chrysovalantis-Giorgos, Zhang, Jisi, Drosou, Anastasios, Lee, Gil Ho, Lee, Jungin, Jung, Seokyeong
Automatic Speech Recognition (ASR) still face challenges when recognizing time-variant rare-phrases. Contextual biasing (CB) modules bias ASR model towards such contextually-relevant phrases. During training, a list of biasing phrases are selected fr
Externí odkaz:
http://arxiv.org/abs/2401.13146
Autor:
Skartados, Evangelos, Georgiadis, Konstantinos, Yucel, Mehmet Kerim, Ioannis, Koskinas, Domi, Armando, Drosou, Anastasios, Manganelli, Bruno, Saa-Garriga, Albert
Space-time memory (STM) network methods have been dominant in semi-supervised video object segmentation (SVOS) due to their remarkable performance. In this work, we identify three key aspects where we can improve such methods; i) supervisory signal,
Externí odkaz:
http://arxiv.org/abs/2306.15377
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract The combination of multi-omic techniques, such as genomics, transcriptomics, proteomics, metabolomics and epigenomics, has revolutionised studies in medical research. These techniques are employed to support biomarker discovery, better under
Externí odkaz:
https://doaj.org/article/3c99835c6fa14c7eabcf400df2dc4238
Autor:
Georgiadis, Konstantinos, Yucel, M. Kerim, Skartados, Evangelos, Dimaridou, Valia, Drosou, Anastasios, Saa-Garriga, Albert, Manganelli, Bruno
Document shadow removal is an integral task in document enhancement pipelines, as it improves visibility, readability and thus the overall quality. Assuming that the majority of practical document shadow removal scenarios require real-time, accurate
Externí odkaz:
http://arxiv.org/abs/2303.12862
Autor:
Georgiadis, Konstantinos, Saà-Garriga, Albert, Yucel, Mehmet Kerim, Drosou, Anastasios, Manganelli, Bruno
Bokeh effect highlights an object (or any part of the image) while blurring the rest of the image, and creates a visually pleasant artistic effect. Due to the sensor-based limitations on mobile devices, machine learning (ML) based bokeh rendering has
Externí odkaz:
http://arxiv.org/abs/2210.16078
Publikováno v:
Chemical Engineering Transactions, Vol 110 (2024)
In recent years, there has been a growing interest in developing innovative strategies to enhance the nutritional quality and health benefits of animal feeds. Phytogenic compounds derived from plants have demonstrated various bioactive properties, in
Externí odkaz:
https://doaj.org/article/2f7730ecedbb4548bb1b4c96a19ae7dd
Autor:
Ioannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis
Publikováno v:
IEEE Open Journal of the Communications Society, Vol 5, Pp 5933-6017 (2024)
Federated Learning has emerged as a revolutionary technology in Machine Learning (ML), enabling collaborative training of models in a distributed environment while ensuring privacy and security. This work discusses the topic of FL by providing insigh
Externí odkaz:
https://doaj.org/article/fd5b199a5ae54816ad27f6768f868b64
Autor:
Alexandra Mari, Tryfon Kekes, Christos Boukouvalas, Christina Drosou, Magdalini Krokida, Christos Tsartsaris
Publikováno v:
Agriculture, Vol 14, Iss 11, p 2077 (2024)
The evolving modern lifestyle influences consumer dietary habits, driving the demand for new food products rooted in traditional healthy foods with greater health benefits. The Mediterranean diet, characterized by low animal fat intake and high veget
Externí odkaz:
https://doaj.org/article/73ebb2772ddf42049ff1691a5abaa4f1