no code implementations • 28 Nov 2023 • Dayu Hu, Ke Liang, Hao Yu, Xinwang Liu
This model leverages exogenous gene network information to facilitate the clustering process, generating discriminative representations.
1 code implementation • 28 Nov 2023 • Dayu Hu, Zhibin Dong, Ke Liang, Jun Wang, Siwei Wang, Xinwang Liu
To this end, we introduce scUNC, an innovative multi-view clustering approach tailored for single-cell data, which seamlessly integrates information from different views without the need for a predefined number of clusters.
no code implementations • 14 Nov 2023 • Hao Quan, Xinjia Li, Dayu Hu, Tianhang Nan, Xiaoyu Cui
The approach enhances the versatility of prototype representations and elevates the efficacy of prototype networks in few-shot pathological image classification tasks.
1 code implementation • 21 Sep 2023 • Meng Liu, Ke Liang, Dayu Hu, Hao Yu, Yue Liu, Lingyuan Meng, Wenxuan Tu, Sihang Zhou, Xinwang Liu
We observe that these audiovisual data naturally have temporal attributes, such as the time information for each frame in the video.