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pro vyhledávání: '"Na IS"'
In this study, we propose an ensemble learning framework for electroencephalogram-based overt speech classification, leveraging denoising diffusion probabilistic models with varying convolutional kernel sizes. The ensemble comprises three models with
Externí odkaz:
http://arxiv.org/abs/2411.09302
This study investigates the sleep characteristics and brain activity of individuals in the gray zone of insomnia, a population that experiences sleep disturbances yet does not fully meet the clinical criteria for chronic insomnia. Thirteen healthy pa
Externí odkaz:
http://arxiv.org/abs/2411.09875
Brain signals accompany various information relevant to human actions and mental imagery, making them crucial to interpreting and understanding human intentions. Brain-computer interface technology leverages this brain activity to generate external c
Externí odkaz:
http://arxiv.org/abs/2411.09243
Autor:
Yun, Sanggeon, Masukawa, Ryozo, Chung, William Youngwoo, Na, Minhyoung, Bastian, Nathaniel, Imani, Mohsen
The increasing demand for robust security solutions across various industries has made Video Anomaly Detection (VAD) a critical task in applications such as intelligent surveillance, evidence investigation, and violence detection. Traditional approac
Externí odkaz:
http://arxiv.org/abs/2411.09072
Federated fine-tuning of pre-trained Large Language Models (LLMs) enables task-specific adaptation across diverse datasets while preserving data privacy. However, the large model size and heterogeneity in client resources pose significant computation
Externí odkaz:
http://arxiv.org/abs/2411.06581
Mining attacks enable an adversary to procure a disproportionately large portion of mining rewards by deviating from honest mining practices within the PoW-based blockchain system. In this paper, we demonstrate that the security vulnerabilities of Po
Externí odkaz:
http://arxiv.org/abs/2411.06187
Autor:
Ou, Xiangnian, Hu, Yueqiang, Yu, Dian, Liu, Shulin, Lou, Shaozhen, Shu, Zhiwen, Wei, Wenzhi, Liu, Man, Yu, Ping, Liu, Na, Duan, Huigao
Liquid crystal on silicon (LCoS) panels, renowned for their high resolution and fill-factor, are integral to modern projection displays. However, their inherent polarization sensitivity constrains the upper limit of light utilization, increases syste
Externí odkaz:
http://arxiv.org/abs/2411.04385
Open-set single-source domain generalization aims to use a single-source domain to learn a robust model that can be generalized to unknown target domains with both domain shifts and label shifts. The scarcity of the source domain and the unknown data
Externí odkaz:
http://arxiv.org/abs/2411.02920
We theoretically investigated the chiral phonons of honeycomb-type bilayer Wigner crystals recently discovered in van der Waals structures of layered transition metal dichalcogenides. These chiral phonons can emerge under the inversion symmetry break
Externí odkaz:
http://arxiv.org/abs/2411.01760
Autor:
Na, Jungkyoung
In this paper, we establish the existence of global self-similar solutions to the 3D Muskat equation when the two fluids have the same viscosity but different densities. These self-similar solutions are globally defined in both space and time, with e
Externí odkaz:
http://arxiv.org/abs/2411.01682