no code implementations • 3 Dec 2023 • Yuzhe Lu, SungMin Hong, Yash Shah, Panpan Xu
Writing radiology reports from medical images requires a high level of domain expertise.
1 code implementation • 27 Sep 2023 • Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu
While existing work has explored utilizing knowledge graphs (KGs) to enhance language modeling via joint training and customized model architectures, applying this to LLMs is problematic owing to their large number of parameters and high computational cost.
no code implementations • 16 Mar 2023 • Yongsu Ahn, Yu-Ru Lin, Panpan Xu, Zeng Dai
Classification models learn to generalize the associations between data samples and their target classes.
no code implementations • 18 Feb 2022 • Huan Song, Zeng Dai, Panpan Xu, Liu Ren
GraphQ provides a visual query interface with a query editor and a multi-scale visualization of the results, as well as a user feedback mechanism for refining the results with additional constraints.
2 code implementations • 23 Jul 2019 • Yao Ming, Panpan Xu, Huamin Qu, Liu Ren
The prediction is obtained by comparing the inputs to a few prototypes, which are exemplar cases in the problem domain.
no code implementations • 10 May 2019 • Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
We enhance an existing incremental PCA method in several ways to ensure its usability for visualizing streaming multidimensional data.
no code implementations • 7 Sep 2018 • Shulong Li, Panpan Xu, Bin Li, Liyuan Chen, Zhiguo Zhou, Hongxia Hao, Yingying Duan, Michael Folkert, Jianhua Ma, Steve Jiang, Jing Wang
The fusion algorithm takes full advantage of the handcrafted features and the highest level CNN features learned at the output layer.