Zobrazeno 1 - 10
of 13 837
pro vyhledávání: '"Messmer, A."'
Learning Rate Warmup is a popular heuristic for training neural networks, especially at larger batch sizes, despite limited understanding of its benefits. Warmup decreases the update size $\Delta \mathbf{w}_t = \eta_t \mathbf{u}_t$ early in training
Externí odkaz:
http://arxiv.org/abs/2410.23922
Autor:
Murphy, Robert B., Messmer, Richard P.
A model for the bonding of hypervalent molecules containing sulfur is presented using generalized valence bond wavefunctions. To delineate the model from more commonly used DFT and delocalized wavefunctions, we present detailed comparisons to these o
Externí odkaz:
http://arxiv.org/abs/2410.23593
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:
Allegra Mboukou, Vinod Rajendra, Serafina Messmer, Therese C. Mandl, Marjorie Catala, Carine Tisné, Michael F. Jantsch, Pierre Barraud
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-14 (2024)
Abstract Adenosine-to-inosine editing is catalyzed by adenosine deaminases acting on RNA (ADARs) in double-stranded RNA (dsRNA) regions. Although three ADARs exist in mammals, ADAR1 is responsible for the vast majority of the editing events and acts
Externí odkaz:
https://doaj.org/article/bec12aa3a4b14de3ba77fce667ddf20a
Autor:
Lea Melzener, Lieke Schaeken, Marion Fros, Tobias Messmer, Dhruv Raina, Annemarie Kiessling, Tessa van Haaften, Sergio Spaans, Arin Doǧan, Mark J. Post, Joshua E. Flack
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-12 (2024)
Abstract Production of cultivated meat requires defined medium formulations for the robust differentiation of myogenic cells into mature skeletal muscle fibres in vitro. Although these formulations can drive myogenic differentiation levels comparable
Externí odkaz:
https://doaj.org/article/81738a5843bd44fb8ceefb7fd5ada1cf
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