Zobrazeno 1 - 10
of 3 921
pro vyhledávání: '"Messmer, P."'
On-device LLMs have gained increasing attention for their ability to enhance privacy and provide a personalized user experience. To facilitate learning with private and scarce local data, federated learning has become a standard approach, though it i
Externí odkaz:
http://arxiv.org/abs/2409.13931
Autor:
Tang, William, Feibush, Eliot, Dong, Ge, Borthwick, Noah, Lee, Apollo, Gomez, Juan-Felipe, Gibbs, Tom, Stone, John, Messmer, Peter, Wells, Jack, Wei, Xishuo, Lin, Zhihong
In addressing the Department of Energy's April, 2022 announcement of a Bold Decadal Vision for delivering a Fusion Pilot Plant by 2035, associated software tools need to be developed for the integration of real world engineering and supply chain data
Externí odkaz:
http://arxiv.org/abs/2409.03112
In this paper, we explore the application of Unmanned Aerial Vehicles (UAVs) in maritime search and rescue (mSAR) missions, focusing on medium-sized fixed-wing drones and quadcopters. We address the challenges and limitations inherent in operating so
Externí odkaz:
http://arxiv.org/abs/2403.14281
In this study, we systematically evaluate the impact of common design choices in Mixture of Experts (MoEs) on validation performance, uncovering distinct influences at token and sequence levels. We also present empirical evidence showing comparable p
Externí odkaz:
http://arxiv.org/abs/2402.13089
Autor:
Messmer, Martin, Zell, Andreas
Unmanned Aerial Vehicles (UAVs) are emerging as very important tools in search and rescue (SAR) missions at sea, enabling swift and efficient deployment for locating individuals or vessels in distress. The successful execution of these critical missi
Externí odkaz:
http://arxiv.org/abs/2402.01494
Autor:
Martina Messmer, Sandra Eckert, Amor Torre-Marin Rando, Mark Snethlage, Santos J. González-Rojí, Kaspar Hurni, Urs Beyerle, Andreas Hemp, Staline Kibet, Thomas F. Stocker
Publikováno v:
Communications Earth & Environment, Vol 5, Iss 1, Pp 1-12 (2024)
Abstract Grassland landscapes are important ecosystems in East Africa, providing habitat and grazing grounds for wildlife and livestock and supporting pastoralism, an essential part of the agricultural sector. Since future grassland availability dire
Externí odkaz:
https://doaj.org/article/0b5dddab419f471280f6b975b86439a4
Autor:
Carmen A. Pfortmueller, Isabelle Ott, Martin Müller, Darius Wilson, Joerg C. Schefold, Anna S. Messmer
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-8 (2024)
Abstract Postoperative fluid overload (FO) after cardiac surgery is common and affects recovery. Predicting FO could help optimize fluid management. This post-hoc analysis of the HERACLES randomized controlled trial evaluated the predictive value of
Externí odkaz:
https://doaj.org/article/66ed269cf46549bd86a55960976a0d98
Publikováno v:
Virology Journal, Vol 21, Iss 1, Pp 1-16 (2024)
Abstract Background Grapevine Pinot gris virus (GPGV) infects grapevines worldwide and causes symptoms such as chlorotic mottling and deformations on leaves, stunted shoots and short panicles, or none of these symptoms if it appears as latent infecti
Externí odkaz:
https://doaj.org/article/99fd713584954bb594d011b7927f7cda
This study investigates how weight decay affects the update behavior of individual neurons in deep neural networks through a combination of applied analysis and experimentation. Weight decay can cause the expected magnitude and angular updates of a n
Externí odkaz:
http://arxiv.org/abs/2305.17212
An experimental study in a wind tunnel is presented to explore the wake of a floating wind turbine subjected to harmonic side-to-side and fore-aft motions under laminar inflow conditions. The wake recovery is analysed as a function of the frequency o
Externí odkaz:
http://arxiv.org/abs/2305.12247