Zobrazeno 1 - 10
of 554
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
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.
Autor:
Bao, Jiajia, Li, Yanbo, Zhang, Yang, Ma, Mengmeng, Wang, Jian, Liu, Yanqin, He, Peiqi, Guo, Jian, He, Li
Publikováno v:
In Journal of Stroke and Cerebrovascular Diseases September 2024 33(9)