Search Results for author: Xinzhong Zhu

Found 4 papers, 3 papers with code

Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation

1 code implementation • 31 May 2023 • Zhenglai Li, Chang Tang, Xianju Li, Weiying Xie, Kun Sun, Xinzhong Zhu

Specifically, an online uncertainty estimation branch is constructed to model the pixel-wise uncertainty, which is supervised by the difference between predicted change maps and corresponding ground truth during the training process.

Change Detection Management

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Code

Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences

1 code implementation • 30 May 2022 • Siwei Wang, Xinwang Liu, Suyuan Liu, Jiaqi Jin, Wenxuan Tu, Xinzhong Zhu, En Zhu

Under multi-view scenarios, generating correct correspondences could be extremely difficult since anchors are not consistent in feature dimensions.

Clustering Graph Clustering

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Code

Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph

1 code implementation • CVPR 2022 • Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu, Jiyuan Liu, Sihang Zhou, En Zhu

Multi-view clustering has received increasing attention due to its effectiveness in fusing complementary information without manual annotations.

Clustering Incomplete multi-view clustering

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Code

Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets

no code implementations • 20 Aug 2018 • Yawei Zhao, Kai Xu, Xinwang Liu, En Zhu, Xinzhong Zhu, Jianping Yin

The reason is that it finds the similar instances according to their features directly, which is usually impacted by the imperfect data, and thus returns sub-optimal results.

Clustering

Paper
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