Search Results for author: Dayu Hu

Found 4 papers, 2 papers with code

Single-Cell Deep Clustering Method Assisted by Exogenous Gene Information: A Novel Approach to Identifying Cell Types

no code implementations28 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.

Clustering Deep Clustering

Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters

1 code implementation28 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.

Clustering Community Detection

Dual-channel Prototype Network for few-shot Classification of Pathological Images

no code implementations14 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.

Classification Few-Shot Learning +2

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification

1 code implementation21 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.

Graph Learning

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