Zobrazeno 1 - 10
of 483
pro vyhledávání: '"MA Mengmeng"'
Large pretrained foundation models demonstrate exceptional performance and, in some high-stakes applications, even surpass human experts. However, most of these models are currently evaluated primarily on prediction accuracy, overlooking the validity
Externí odkaz:
http://arxiv.org/abs/2411.00132
Autor:
YAN Jun, WANG Weiyi, FEI Yueyue, CUI Bibo, SHI Pibiao, MA Mengmeng, LI Bin, CHEN Manxia, LI Yafang, GU Minfeng
Publikováno v:
Guan'gai paishui xuebao, Vol 40, Iss 2, Pp 47-54 (2021)
【Background】 Quinoa is a dicotyledonous herbaceous plant in the genus of Chenopodiaceae. It originates from the Andes of South America and can tolerate abiotic stresses induced by low temperature, drought and salinity. FAO consider it the only pl
Externí odkaz:
https://doaj.org/article/46f81494048a4128a91566f7bc13e1ed
Large pre-trained Vision-Language Models (VLMs) have become ubiquitous foundational components of other models and downstream tasks. Although powerful, our empirical results reveal that such models might not be able to identify fine-grained concepts.
Externí odkaz:
http://arxiv.org/abs/2407.14412
Federated Learning is widely employed to tackle distributed sensitive data. Existing methods primarily focus on addressing in-federation data heterogeneity. However, we observed that they suffer from significant performance degradation when applied t
Externí odkaz:
http://arxiv.org/abs/2407.04949
As black-box models increasingly power high-stakes applications, a variety of data-driven explanation methods have been introduced. Meanwhile, machine learning models are constantly challenged by distributional shifts. A question naturally arises: Ar
Externí odkaz:
http://arxiv.org/abs/2303.16390
Multimodal data collected from the real world are often imperfect due to missing modalities. Therefore multimodal models that are robust against modal-incomplete data are highly preferred. Recently, Transformer models have shown great success in proc
Externí odkaz:
http://arxiv.org/abs/2204.05454
Autor:
Yang, Hao, Ma, Mengmeng, Chen, Xiangfeng, Chen, Guowu, Shen, Yi, Zhao, Lijun, Wang, Jianfeng, Yan, Feifei, Huang, Difeng, Gao, Huijie, Jiang, Hao, Zheng, Yuqian, Wang, Yu, Xiao, Qian, Chen, Ying, Zhou, Jian, Shi, Jie, Guo, Yi, Liang, Bo, Teng, Xiaoming
Publikováno v:
In Computational and Structural Biotechnology Journal December 2024 24:176-184
Autor:
Pan, Ting, Gao, Tian-Yu, Fan, Xiang-Hua, Sa, Mei-Ling, Yang, Xiu-Jia, Xu, Jia-Nan, Xu, Xinxin, Ma, Mengmeng, Wang, Ran, Zhang, Yuewen, Ye, Weichun, Shi, Yan-Ping, Zhang, Hai-Xia, Zeng, Zhi-Cong
Publikováno v:
In Talanta 1 January 2025 281
Publikováno v:
In Biomaterials January 2025 312
Autor:
Ma, Mengmeng1,2 (AUTHOR), Liu, Zhenqi1,2 (AUTHOR), Zhao, Huisi1,2 (AUTHOR), Zhang, Haochen1,2 (AUTHOR), Ren, Jinsong1,2 (AUTHOR), Qu, Xiaogang1,2 (AUTHOR) xqu@ciac.ac.cn
Publikováno v:
National Science Review. Jul2024, Vol. 11 Issue 7, p1-13. 13p.