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pro vyhledávání: '"lian, Xin"'
This paper introduces Cobweb4L, a novel approach for efficient language model learning that supports masked word prediction. The approach builds on Cobweb, an incremental system that learns a hierarchy of probabilistic concepts. Each concept stores t
Externí odkaz:
http://arxiv.org/abs/2409.12440
Cobweb, a human-like category learning system, differs from most cognitive science models in incrementally constructing hierarchically organized tree-like structures guided by the category utility measure. Prior studies have shown that Cobweb can cap
Externí odkaz:
http://arxiv.org/abs/2403.03835
Deep neural networks have excelled in machine learning, particularly in vision tasks, however, they often suffer from catastrophic forgetting when learning new tasks sequentially. In this work, we introduce Cobweb4V, an alternative to traditional neu
Externí odkaz:
http://arxiv.org/abs/2402.16933
Autor:
Pei, Xiao-Meng1 (AUTHOR), Zhou, Lian-Xin1 (AUTHOR), Tsang, Man-Wah1 (AUTHOR) william-cs.tai@polyu.edu.hk, Tai, William Chi-Shing1 (AUTHOR), Wong, Sze-Chuen Cesar1 (AUTHOR) cesar.wong@polyu.edu.hk
Publikováno v:
International Journal of Molecular Sciences. Dec2024, Vol. 25 Issue 23, p12815. 25p.
Autor:
Jiang, Xi1 (AUTHOR), Lian, Xin2 (AUTHOR), Wei, Kun3 (AUTHOR), Zhang, Jie4 (AUTHOR), Yu, Kaihua4 (AUTHOR), Li, Haoming4 (AUTHOR), Ma, Haichun4 (AUTHOR), Cai, Yin5 (AUTHOR), Pang, Lei4 (AUTHOR) panglei@jlu.edu.cn
Publikováno v:
Stem Cell Research & Therapy. 10/8/2024, Vol. 15 Issue 1, p1-11. 11p.
Autor:
Lian, Xin
With the COVID-19 pandemic continuing, hatred against Asians is intensifying in countries outside Asia, especially among the Chinese. There is an urgent need to detect and prevent hate speech towards Asians effectively. In this work, we first create
Externí odkaz:
http://arxiv.org/abs/2206.02114
Publikováno v:
In Construction and Building Materials 20 December 2024 456
Numerical study on wave propagating characteristics through an offshore pile-net enclosure structure
Autor:
Zhao, Yun-Peng a, Xin, Lian-Xin a, ⁎, Ma, Chao a, Fang, Ke-Zhao a, Li, Yi-Xin a, Bi, Chun-Wei b
Publikováno v:
In Ocean Engineering 15 December 2024 314 Part 2
Autor:
Lin, Fangzeng, Zhu, Lian-Xin, Ye, Zi-Ming, Peng, Fang, Chen, Mei-Cheng, Li, Xiang-Min, Zhu, Zhi-Hua, Zhu, Ying
Publikováno v:
In Academic Radiology December 2024 31(12):4886-4899
Publikováno v:
In Computers in Biology and Medicine December 2024 183