Zobrazeno 1 - 10
of 618
pro vyhledávání: '"Bian, Xiao"'
The cost of labeling data often limits the performance of machine learning systems. In multi-task learning, related tasks provide information to each other and improve overall performance, but the label cost can vary among tasks. How should the label
Externí odkaz:
http://arxiv.org/abs/2308.12949
Autor:
Niu, Tianyi, Su, Yuping, Zheng, Jianping, Zhou, Liang, Wang, Jian, Chen, Xi, Bian, Xiao, Zhang, Xiahui
Publikováno v:
In Chemical Geology 20 September 2024 663
Publikováno v:
In Geoenergy Science and Engineering August 2024 239
Publikováno v:
In Geoenergy Science and Engineering December 2024 243
Publikováno v:
In Geoenergy Science and Engineering March 2024 234
Autor:
Bian, Xiao, Su, Yuping, Khalaf, Ezz El Din Abdel Hakim, Zheng, Jianping, Xiong, Qing, Xiong, Kai
Publikováno v:
In LITHOS March 2024 468-469
Autor:
Zou, Yuliang, Zhang, Zizhao, Zhang, Han, Li, Chun-Liang, Bian, Xiao, Huang, Jia-Bin, Pfister, Tomas
Recent advances in semi-supervised learning (SSL) demonstrate that a combination of consistency regularization and pseudo-labeling can effectively improve image classification accuracy in the low-data regime. Compared to classification, semantic segm
Externí odkaz:
http://arxiv.org/abs/2010.09713
Real-world data often follow a long-tailed distribution as the frequency of each class is typically different. For example, a dataset can have a large number of under-represented classes and a few classes with more than sufficient data. However, a mo
Externí odkaz:
http://arxiv.org/abs/2008.03673
Drones, or general UAVs, equipped with cameras have been fast deployed with a wide range of applications, including agriculture, aerial photography, and surveillance. Consequently, automatic understanding of visual data collected from drones becomes
Externí odkaz:
http://arxiv.org/abs/2001.06303
Publikováno v:
In Journal of Molecular Liquids 1 December 2023 391 Part B