Zobrazeno 1 - 10
of 30 745
pro vyhledávání: '"Wiegand AN"'
Autor:
Hatefi, Sayed Mohammad Vakilzadeh, Dreyer, Maximilian, Achtibat, Reduan, Wiegand, Thomas, Samek, Wojciech, Lapuschkin, Sebastian
To solve ever more complex problems, Deep Neural Networks are scaled to billions of parameters, leading to huge computational costs. An effective approach to reduce computational requirements and increase efficiency is to prune unnecessary components
Externí odkaz:
http://arxiv.org/abs/2408.12568
Local data attribution (or influence estimation) techniques aim at estimating the impact that individual data points seen during training have on particular predictions of an already trained Machine Learning model during test time. Previous methods e
Externí odkaz:
http://arxiv.org/abs/2402.12118
Autor:
Achtibat, Reduan, Hatefi, Sayed Mohammad Vakilzadeh, Dreyer, Maximilian, Jain, Aakriti, Wiegand, Thomas, Lapuschkin, Sebastian, Samek, Wojciech
Large Language Models are prone to biased predictions and hallucinations, underlining the paramount importance of understanding their model-internal reasoning process. However, achieving faithful attributions for the entirety of a black-box transform
Externí odkaz:
http://arxiv.org/abs/2402.05602
Although event logs are a powerful source to gain insight about the behavior of the underlying business process, existing work primarily focuses on finding patterns in the activity sequences of an event log, while ignoring event attribute data. Event
Externí odkaz:
http://arxiv.org/abs/2312.14571
Autor:
Ilgaz, Fatih, Spetzler, Elizaveta, Wiegand, Patrick, Faupel, Franz, Rieger, Robert, McCord, Jeffrey, Spetzler, Benjamin
Magnetoelastic composites are integral elements of sensors and actuators utilizing magnetostriction for their functionality. Their sensitivity typically scales with the saturation magnetostriction and inversely with magnetic anisotropy. However, this
Externí odkaz:
http://arxiv.org/abs/2312.02903
A module over a ring $R$ is pure projective provided it is isomorphic to a direct summand of a direct sum of finitely presented modules. We develop tools for the classification of pure projective modules over commutative noetherian rings. In particul
Externí odkaz:
http://arxiv.org/abs/2311.05338
Autor:
Weber, Leander, Berend, Jim, Binder, Alexander, Wiegand, Thomas, Samek, Wojciech, Lapuschkin, Sebastian
In this paper, we present Layer-wise Feedback Propagation (LFP), a novel training approach for neural-network-like predictors that utilizes explainability, specifically Layer-wise Relevance Propagation(LRP), to assign rewards to individual connection
Externí odkaz:
http://arxiv.org/abs/2308.12053
Autor:
Hannah Schmidt, Ingo Menrath, Susanna Wiegand, Thomas Reinehr, Wieland Kiess, Johannes Hebebrand, Julia von Schnurbein, Reinhard W. Holl, Rolf Holle, André Scherag, Martin Wabitsch, Stephanie Brandt-Heunemann
Publikováno v:
Obesity Facts, Pp 1-25 (2024)
Background: Youths with extreme obesity (Body mass index (BMI)>40) are at increased risk for physical and mental health impairments but this patient group has received little attention in research. This study aimed to analyze the pain experience and
Externí odkaz:
https://doaj.org/article/bf2f0e9040d84c4dbcfddc10b258a63b
Autor:
Anna Fischbach, Julia Alexandra Simons, Steffen B. Wiegand, Lieselotte Ammon, Rüdger Kopp, Gernot Marx, Rolf Rossaint, Payam Akhyari, Gereon Schälte
Publikováno v:
Journal of Cardiothoracic Surgery, Vol 19, Iss 1, Pp 1-10 (2024)
Abstract Background Surgical aortic valve replacement (SAVR) is an established therapy for severe calcific aortic stenosis. Enhanced recovery after cardiac surgery (ERACS) protocols have been shown to improve outcomes for elective cardiac procedures.
Externí odkaz:
https://doaj.org/article/d4dcd7ded7f344d4ae3aacf5b8cea873
Autor:
J. D. Haslbauer, C. Wiegand, B. Hamelin, V. S. Ivanova, T. Menter, S. Savic Prince, A. Tzankov, K. D. Mertz
Publikováno v:
Infectious Agents and Cancer, Vol 19, Iss 1, Pp 1-10 (2024)
Abstract Background Marginal zone lymphomas of mucosa-associated lymphatic tissues (MZL of MALT) are a group of indolent B-cell neoplasms, which are thought to arise from chronic antigenic stimulation of B-cells either due to underlying chronic infec
Externí odkaz:
https://doaj.org/article/051eb4ccd9e749ee955d5786970a11ff