Zobrazeno 1 - 10
of 39 914
pro vyhledávání: '"Naval, A."'
Federated learning is a decentralized collaborative training paradigm that preserves stakeholders' data ownership while improving performance and generalization. However, statistical heterogeneity among client datasets poses a fundamental challenge b
Externí odkaz:
http://arxiv.org/abs/2410.02006
Autor:
Marimont, Sergio Naval, Siomos, Vasilis, Baugh, Matthew, Tzelepis, Christos, Kainz, Bernhard, Tarroni, Giacomo
Unsupervised Anomaly Detection (UAD) methods aim to identify anomalies in test samples comparing them with a normative distribution learned from a dataset known to be anomaly-free. Approaches based on generative models offer interpretability by gener
Externí odkaz:
http://arxiv.org/abs/2407.06635
Autor:
Galve, Fernando, Pallás, Eduardo, Guallart-Naval, Teresa, García-Cristóbal, Pablo, Martínez, Pablo, Algarín, José M., Borreguero, José, Bosch, Rubén, Juan-Lloris, Francisco, Benlloch, José M., Alonso, Joseba
Objective. To develop methods to design the complete magnetic system for a truly portable MRI scanner for neurological and musculoskeletal (MSK) applications, optimized for field homogeneity, field of view (FoV) and gradient performance compared to e
Externí odkaz:
http://arxiv.org/abs/2403.07761
In this paper, we address the intricate challenge of gaze vector prediction, a pivotal task with applications ranging from human-computer interaction to driver monitoring systems. Our innovative approach is designed for the demanding setting of extre
Externí odkaz:
http://arxiv.org/abs/2403.02909
As technology continues to advance and we usher in the era of Industry 5.0, there has been a profound paradigm shift in operating systems, file systems, web, and network applications. The conventional utilization of multiprocessing and multicore syst
Externí odkaz:
http://arxiv.org/abs/2312.14479
Side-channel attacks have become prominent attack surfaces in cyberspace. Attackers use the side information generated by the system while performing a task. Among the various side-channel attacks, cache side-channel attacks are leading as there has
Externí odkaz:
http://arxiv.org/abs/2312.11094
The open-source console MaRCoS, which stands for "Magnetic Resonance Control System", combines hardware, firmware and software elements for integral control of Magnetic Resonance Imaging (MRI) scanners. Previous developments have focused on making th
Externí odkaz:
http://arxiv.org/abs/2312.08711
Autor:
U.S. Air Force, Naval Mobile Construction Battalion, Hong, James, Auzenne, Porsha, Cordeiro, Timothy, Lebens, Julia, Mattorano, Gino, Sanabia, Corinna, Keisler, Brooke, Tyler, Dominic
Publikováno v:
The Military Engineer, 2024 May 01. 116(751), 24-31.
Externí odkaz:
https://www.jstor.org/stable/48774122
Autor:
Verma, Shivangi, Garg, Naval
Publikováno v:
Library Hi Tech, 2023, Vol. 42, Issue 5, pp. 1579-1600.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/LHT-10-2022-0477
Autor:
Marimont, Sergio Naval, Baugh, Matthew, Siomos, Vasilis, Tzelepis, Christos, Kainz, Bernhard, Tarroni, Giacomo
Unsupervised Anomaly Detection (UAD) techniques aim to identify and localize anomalies without relying on annotations, only leveraging a model trained on a dataset known to be free of anomalies. Diffusion models learn to modify inputs $x$ to increase
Externí odkaz:
http://arxiv.org/abs/2311.15453