Zobrazeno 1 - 10
of 5 091
pro vyhledávání: '"pooling strategies"'
Autor:
Myers, Skatje, Miller, Timothy A., Gao, Yanjun, Churpek, Matthew M., Mayampurath, Anoop, Dligach, Dmitriy, Afshar, Majid
Objective: Applying large language models (LLMs) to the clinical domain is challenging due to the context-heavy nature of processing medical records. Retrieval-augmented generation (RAG) offers a solution by facilitating reasoning over large text sou
Externí odkaz:
http://arxiv.org/abs/2409.15163
Offensive language detection is an important task for filtering out abusive expressions and improving online user experiences. However, malicious users often attempt to avoid filtering systems through the involvement of textual noises. In this paper,
Externí odkaz:
http://arxiv.org/abs/2403.15467
The goal of this paper is to introduce pooling strategies for simplicial convolutional neural networks. Inspired by graph pooling methods, we introduce a general formulation for a simplicial pooling layer that performs: i) local aggregation of simpli
Externí odkaz:
http://arxiv.org/abs/2210.05490
Autor:
Hu, Simon, Shu, Siqi, Chen, Zerong, Shao, Yuyuan, Na, Xiaoxiang, Xie, Chi, Stettler, Marc, Lee, Der-Horng
Publikováno v:
In Transportation Research Part D May 2024 130
Autor:
Myers S; Department of Medicine, University of Wisconsin-Madison, Madison, WI 53726, United States., Miller TA; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.; Department of Pediatrics, Harvard Medical School, Boston, MA 02215, United States., Gao Y; Department of Biomedical Informatics, University of Colorado-Anschutz, Aurora, CO 80045, United States., Churpek MM; Department of Medicine, University of Wisconsin-Madison, Madison, WI 53726, United States., Mayampurath A; Department of Medicine, University of Wisconsin-Madison, Madison, WI 53726, United States., Dligach D; Department of Computer Science, Loyola University Chicago, Chicago, IL 60626, United States., Afshar M; Department of Medicine, University of Wisconsin-Madison, Madison, WI 53726, United States.
Publikováno v:
Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2024 Dec 20. Date of Electronic Publication: 2024 Dec 20.
With the introduction of anti-aliased convolutional neural networks (CNN), there has been some resurgence in relooking the way pooling is done in CNNs. The fundamental building block of the anti-aliased CNN has been the application of Gaussian smooth
Externí odkaz:
http://arxiv.org/abs/2110.08842
Akademický článek
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Autor:
Zhao, Dongfang
In 2015, Eyal proposed the first game-theoretical model for analyzing the equilibrium of blockchain pooling: when the blockchain pools are abstracted as a non-cooperative game, two pools can reach a Nash equilibrium with a closed-form formula; Moreov
Externí odkaz:
http://arxiv.org/abs/2005.01916
Pooled sample testing for COVID-19 diagnosis: Evaluation of bi-directional matrix pooling strategies
Autor:
Barathidasan, Rajamani, Sharmila, Ferdina Marie, Raj, Ratchagadasse Vimal, Dhanalakshmi, Gounassegarane, Anitha, Gunalan, Dhodapkar, Rahul
Publikováno v:
In Journal of Virological Methods June 2022 304
Autor:
Sharma, Pallabi1 (AUTHOR) pallabisharma@nitm.ac.in, Das, Dipankar1 (AUTHOR) t19cs008@nitm.ac.in, Gautam, Anmol1 (AUTHOR) t20cs004@nitm.ac.in, Balabantaray, Bunil Kumar1 (AUTHOR) bunil@nitm.ac.in
Publikováno v:
International Journal of Imaging Systems & Technology. Mar2023, Vol. 33 Issue 2, p495-510. 16p.