Zobrazeno 1 - 10
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pro vyhledávání: '"Samarakoon P"'
Our future society will be increasingly digitalised, hyper-connected and globally data driven. The sixth generation (6G) and beyond 6G wireless networks are expected to bridge the digital and physical worlds by providing wireless connectivity as a se
Externí odkaz:
http://arxiv.org/abs/2410.23203
Approximately half of the world's population is multilingual, making multilingual ASR (MASR) essential. Deploying multiple monolingual models is challenging when the ground-truth language is unknown in advance. This motivates research efforts on conf
Externí odkaz:
http://arxiv.org/abs/2410.04478
Independent Component Analysis (ICA) is commonly-used in electroencephalogram (EEG) signal processing to remove non-cerebral artifacts from cerebral data. Despite the ubiquity of ICA, the effect of measurement uncertainty on the artifact removal proc
Externí odkaz:
http://arxiv.org/abs/2410.03261
This work presents a use case of federated learning (FL) applied to discovering a maze with LiDAR sensors-equipped robots. Goal here is to train classification models to accurately identify the shapes of grid areas within two different square mazes m
Externí odkaz:
http://arxiv.org/abs/2407.01596
This work introduces a solution to enhance human-robot interaction over limited wireless connectivity. The goal is toenable remote control of a robot through a virtual reality (VR)interface, ensuring a smooth transition to autonomous mode in the even
Externí odkaz:
http://arxiv.org/abs/2406.17420
Autor:
Scaciota, Rafaela, Brante, Glauber, Souza, Richard, Lopez, Onel, Sarbu, Septimia, Bennis, Mehdi, Samarakoon, Sumudu
The evolving landscape of the Internet of Things (IoT) has given rise to a pressing need for an efficient communication scheme. As the IoT user ecosystem continues to expand, traditional communication protocols grapple with substantial challenges in
Externí odkaz:
http://arxiv.org/abs/2406.16624
Achieving control stability is one of the key design challenges of scalable Wireless Networked Control Systems (WNCS) under limited communication and computing resources. This paper explores the use of an alternative control concept defined as tail-b
Externí odkaz:
http://arxiv.org/abs/2406.14301
In this paper, we make the explicit connection between image segmentation methods and end-to-end diarization methods. From these insights, we propose a novel, fully end-to-end diarization model, EEND-M2F, based on the Mask2Former architecture. Speake
Externí odkaz:
http://arxiv.org/abs/2401.12600
Autor:
Samarakoon, Bathiya, Figy, Terrance M.
In this paper, we present predictions for scattering cross-section the of Higgs boson pair production via photon fusion at future muon colliders, focusing specifically the production processes $\mu^+\mu^- \rightarrow \gamma\gamma \rightarrow h^0h^0,
Externí odkaz:
http://arxiv.org/abs/2312.12594
Due to the scarcity of publicly available diarization data, the model performance can be improved by training a single model with data from different domains. In this work, we propose to incorporate domain information to train a single end-to-end dia
Externí odkaz:
http://arxiv.org/abs/2312.07136