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pro vyhledávání: '"Sun, Yiming"'
Active learning (AL) for multiple target models aims to reduce labeled data querying while effectively training multiple models concurrently. Existing AL algorithms often rely on iterative model training, which can be computationally expensive, parti
Externí odkaz:
http://arxiv.org/abs/2405.14121
Autor:
Zhu, Zichen, Xu, Yang, Chen, Lu, Yang, Jingkai, Ma, Yichuan, Sun, Yiming, Wen, Hailin, Liu, Jiaqi, Cai, Jinyu, Ma, Yingzi, Zhang, Situo, Zhao, Zihan, Sun, Liangtai, Yu, Kai
Rapid progress in multimodal large language models (MLLMs) highlights the need to introduce challenging yet realistic benchmarks to the academic community, while existing benchmarks primarily focus on understanding simple natural images and short con
Externí odkaz:
http://arxiv.org/abs/2402.03173
Autor:
Sun, Yiming, Gao, Yuhe, Bao, Runxue, Cooper, Gregory F., Espino, Jessi, Hochheiser, Harry, Michaels, Marian G., Aronis, John M., Song, Chenxi, Ye, Ye
Transfer learning has become a pivotal technique in machine learning and has proven to be effective in various real-world applications. However, utilizing this technique for classification tasks with sequential data often faces challenges, primarily
Externí odkaz:
http://arxiv.org/abs/2402.01987
Autor:
Bao, Runxue, Sun, Yiming, Gao, Yuhe, Wang, Jindong, Yang, Qiang, Chen, Haifeng, Mao, Zhi-Hong, Ye, Ye
The application of transfer learning, an approach utilizing knowledge from a source domain to enhance model performance in a target domain, has seen a tremendous rise in recent years, underpinning many real-world scenarios. The key to its success lie
Externí odkaz:
http://arxiv.org/abs/2310.08459
The coronavirus disease 2019 (COVID-19) has led to a global pandemic of significant severity. In addition to its high level of contagiousness, COVID-19 can have a heterogeneous clinical course, ranging from asymptomatic carriers to severe and potenti
Externí odkaz:
http://arxiv.org/abs/2306.17257
Publikováno v:
Empirical Software Engineering, In press
We consider the problem of identifying the provenance of free/open source software (FOSS) and specifically the need of identifying where reused source code has been copied from. We propose a lightweight approach to solve the problem based on software
Externí odkaz:
http://arxiv.org/abs/2305.14837
Infrared and visible image fusion aims to integrate comprehensive information from multiple sources to achieve superior performances on various practical tasks, such as detection, over that of a single modality. However, most existing methods directl
Externí odkaz:
http://arxiv.org/abs/2302.01392
Autor:
Sun, Xiao, Liang, Song, Cheng, Weiqing, Ye, Shengwei, Sun, Yiming, Huang, Yongguang, Zhang, Ruikang, Xiong, Jichuan, Liu, Xuefeng, Marsh, John H., Hou, Lianping
We report an AlGaInAs multiple quantum well integrated source of polarization controlled light consisting of a polarization mode converter PMC, differential phase shifter(DPS), and a side wall grating distributed-feedback DFB laser. We demonstrate an
Externí odkaz:
http://arxiv.org/abs/2211.03577
Publikováno v:
Shipin Kexue, Vol 45, Iss 6, Pp 80-86 (2024)
The antibacterial activity and mechanism of rhamnolipids (RLs) against Bacillus cereus spores were analyzed from the aspects of appearance, morphology, and cell membrane state. The results showed that minimum inhibitory concentration (MIC) and minimu
Externí odkaz:
https://doaj.org/article/37a113e4ca5d4e20a6f605f5fa71cf87
Active regression considers a linear regression problem where the learner receives a large number of data points but can only observe a small number of labels. Since online algorithms can deal with incremental training data and take advantage of low
Externí odkaz:
http://arxiv.org/abs/2207.05945