Zobrazeno 1 - 10
of 10 786
pro vyhledávání: '"Spinner A"'
Autor:
Brehmer, Johann, Bresó, Víctor, de Haan, Pim, Plehn, Tilman, Qu, Huilin, Spinner, Jonas, Thaler, Jesse
We show that the Lorentz-Equivariant Geometric Algebra Transformer (L-GATr) yields state-of-the-art performance for a wide range of machine learning tasks at the Large Hadron Collider. L-GATr represents data in a geometric algebra over space-time and
Externí odkaz:
http://arxiv.org/abs/2411.00446
Deep learning model design, development, and debugging is a process driven by best practices, guidelines, trial-and-error, and the personal experiences of model developers. At multiple stages of this process, performance and internal model data can b
Externí odkaz:
http://arxiv.org/abs/2407.17998
Extracting scientific understanding from particle-physics experiments requires solving diverse learning problems with high precision and good data efficiency. We propose the Lorentz Geometric Algebra Transformer (L-GATr), a new multi-purpose architec
Externí odkaz:
http://arxiv.org/abs/2405.14806
Autor:
Spinner, Thilo, Kehlbeck, Rebecca, Sevastjanova, Rita, Stähle, Tobias, Keim, Daniel A., Deussen, Oliver, El-Assady, Mennatallah
Large language models (LLMs) are widely deployed in various downstream tasks, e.g., auto-completion, aided writing, or chat-based text generation. However, the considered output candidates of the underlying search algorithm are under-explored and und
Externí odkaz:
http://arxiv.org/abs/2403.07627
Autor:
Spinner, Thilo, Kehlbeck, Rebecca, Sevastjanova, Rita, Stähle, Tobias, Keim, Daniel A., Deussen, Oliver, Spitz, Andreas, El-Assady, Mennatallah
The growing popularity of generative language models has amplified interest in interactive methods to guide model outputs. Prompt refinement is considered one of the most effective means to influence output among these methods. We identify several ch
Externí odkaz:
http://arxiv.org/abs/2310.11252
Publikováno v:
Current Directions in Biomedical Engineering, Vol 10, Iss 2, Pp 5-9 (2024)
A proposed solution to address increasing scarcity of operating room (OR) nurses is the deployment of robotic scrub nurses (RSNs). One of the primary responsibilities of these robots is the handover of surgical instruments to the surgeon. Despite thi
Externí odkaz:
https://doaj.org/article/3010d132933446b587bf64c6d29d0a1f
Proto-neutron stars formed during core-collapse supernovae are hot and dense environments that contain a sizable population of muons. If these interact with new long-lived particles with masses up to roughly 100 MeV, the latter can be produced and es
Externí odkaz:
http://arxiv.org/abs/2307.03143
Autor:
Butter, Anja, Huetsch, Nathan, Schweitzer, Sofia Palacios, Plehn, Tilman, Sorrenson, Peter, Spinner, Jonas
We introduce two diffusion models and an autoregressive transformer for LHC physics simulations. Bayesian versions allow us to control the networks and capture training uncertainties. After illustrating their different density estimation methods for
Externí odkaz:
http://arxiv.org/abs/2305.10475
Autor:
Adrian Alexander Marth, Georg Ralph Spinner, Constantin von Deuster, Stefan Sommer, Reto Sutter, Daniel Nanz
Publikováno v:
European Radiology Experimental, Vol 8, Iss 1, Pp 1-9 (2024)
Abstract Background The diagnostic value of clinical rotator cuff (RC) tests is controversial, with only sparse evidence available about their anatomical specificity. We prospectively assessed regional RC muscle activation patterns by means of intrav
Externí odkaz:
https://doaj.org/article/933ebd75da4940ee836719fc48e0a175
Autor:
Ernest Keefer-Jacques, Nicolette Valente, Anastasia M. Jacko, Grace Matwijec, Apsara Reese, Aarna Tekriwal, Kathleen M. Loomes, Nancy B. Spinner, Melissa A. Gilbert
Publikováno v:
HGG Advances, Vol 5, Iss 4, Pp 100351- (2024)
Summary: Haploinsufficiency of JAG1 is the primary cause of Alagille syndrome (ALGS), a rare, multisystem disorder. The identification of JAG1 intronic variants outside of the canonical splice region as well as missense variants, both of which lead t
Externí odkaz:
https://doaj.org/article/4977bb6db93942e6a007af2b92c9f12b