Zobrazeno 1 - 10
of 12 431
pro vyhledávání: '"Meng, Yang"'
Autor:
Agostini, Andrea, Chopard, Daphné, Meng, Yang, Fortin, Norbert, Shahbaba, Babak, Mandt, Stephan, Sutter, Thomas M., Vogt, Julia E.
Multimodal data integration and label scarcity pose significant challenges for machine learning in medical settings. To address these issues, we conduct an in-depth evaluation of the newly proposed Multimodal Variational Mixture-of-Experts (MMVM) VAE
Externí odkaz:
http://arxiv.org/abs/2411.10356
An analytical method for constructing various coherent localized solutions with short-lived characteristics is proposed based on a novel self-mapping transformation of the (2+1) dimensional KdV equation. The highlight of this method is that it allows
Externí odkaz:
http://arxiv.org/abs/2405.11228
Autor:
Sutter, Thomas M., Meng, Yang, Agostini, Andrea, Chopard, Daphné, Fortin, Norbert, Vogt, Julia E., Shahbaba, Bahbak, Mandt, Stephan
Variational Autoencoders for multimodal data hold promise for many tasks in data analysis, such as representation learning, conditional generation, and imputation. Current architectures either share the encoder output, decoder input, or both across m
Externí odkaz:
http://arxiv.org/abs/2403.05300
There is considerable fundamental theoretical and applicative interest in obtaining two-dimensional rogue wave similar to one-dimensional rogue wave of the nonlinear Schr\"odinger equation. Here, we first time proposes a self-mapping transformation a
Externí odkaz:
http://arxiv.org/abs/2402.09980
Bayesian Neural Networks (BNNs) offer a principled and natural framework for proper uncertainty quantification in the context of deep learning. They address the typical challenges associated with conventional deep learning methods, such as data insat
Externí odkaz:
http://arxiv.org/abs/2312.11799
We introduce learning augmented algorithms to the online graph coloring problem. Although the simple greedy algorithm FirstFit is known to perform poorly in the worst case, we are able to establish a relationship between the structure of any input gr
Externí odkaz:
http://arxiv.org/abs/2312.00601
Publikováno v:
Molecular Oncology, Vol 18, Iss 11, Pp 2755-2769 (2024)
Early cancer diagnosis from bisulfite‐treated cell‐free DNA (cfDNA) fragments requires tedious data analytical procedures. Here, we present a deep‐learning‐based approach for early cancer interception and diagnosis (DECIDIA) that can achieve
Externí odkaz:
https://doaj.org/article/cc67456d0b304a818b85b00963dc4443
Autor:
Chao Deng, Qing Liu, Meng Yang, Hui-juan Cui, Yang Ge, Qin Li, Shi-jie Zhu, Guo-wang Yang, Zhi-guo Zhang, Yu Gao, Yan-ni Lou, Li-qun Jia
Publikováno v:
Chinese Medicine, Vol 19, Iss 1, Pp 1-12 (2024)
Abstract Background Irinotecan is a standard chemotherapeutic agent in small cell lung cancer (SCLC), however, as a common adverse reaction, diarrhea limits the use of irinotecan. Shengjiang Xiexin decoction (SXD) has been used in various gastrointes
Externí odkaz:
https://doaj.org/article/0d99041e16174103aac2d1340798dd8f
Autor:
Shaoyong Ma, Jian Lin, Meng Yang, JiaJia Wang, Lujiao Lu, Ying Liang, Yan Yang, Yanzhi Liu, Dongtao Wang, Yajun Yang
Publikováno v:
Journal of Orthopaedic Translation, Vol 49, Iss , Pp 308-324 (2024)
Background: Senile osteoporosis (SOP) is a systemic bone disease characterized by increased susceptibility to fractures. However, there is currently no effective treatment for SOP. The Zhuangyao Jianshen Wan (ZYJSW) pill is traditionally believed to
Externí odkaz:
https://doaj.org/article/85b18af7452a44a59a68546442862801
Publikováno v:
Green Energy & Environment, Vol 9, Iss 11, Pp 1698-1710 (2024)
Interfacial solar-driven evaporation technology shows great potential in the field of industrial seawater desalination, and the development of efficient and low-cost evaporation materials is key to achieving large-scale applications. Hydrogels are co
Externí odkaz:
https://doaj.org/article/940da058c2a94dc1958b5c4a225df952