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k-sums: another side of k-means


May 19, 2020
Wan-Lei Zhao, Run-Qing Chen, Hui Ye, Chong-Wah Ngo


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Dynamic Sampling for Deep Metric Learning


Apr 24, 2020
Chang-Hui Liang, Wan-Lei Zhao, Run-Qing Chen

* 11 pages, 4 figures 

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Deeply Activated Salient Region for Instance Search


Feb 22, 2020
Hui-Chu Xiao, Wan-Lei Zhao, Jie Lin, Chong-Wah Ngo

* 10 pages, 8 figures 

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Sequential VAE-LSTM for Anomaly Detection on Time Series


Oct 10, 2019
Run-Qing Chen, Guang-Hui Shi, Wan-Lei Zhao, Chang-Hui Liang

* 7 pages, 4 figures 

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On the Merge of k-NN Graph


Aug 27, 2019
Peng-Cheng Lin, Wan-Lei Zhao


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A Comparative Study on Hierarchical Navigable Small World Graphs


Apr 12, 2019
Peng-Cheng Lin, Wan-Lei Zhao


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k-NN Graph Construction: a Generic Online Approach


Sep 13, 2018
Wan-Lei Zhao

* 12 pages, 10 figures 

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Instance Search via Instance Level Segmentation and Feature Representation


Jun 10, 2018
Yu Zhan, Wan-Lei Zhao


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Clustering via Boundary Erosion


Apr 13, 2018
Cheng-Hao Deng, Wan-Lei Zhao

* 10 pages, 6 figures 

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Fast k-means based on KNN Graph


May 04, 2017
Cheng-Hao Deng, Wan-Lei Zhao


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Object Discovery via Cohesion Measurement


Apr 28, 2017
Guanjun Guo, Hanzi Wang, Wan-Lei Zhao, Yan Yan, Xuelong Li

* IEEE Transactions on Cybernetics (2017) 1-14 
* 14 pages, 14 figures 

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Scalable Nearest Neighbor Search based on kNN Graph


Feb 03, 2017
Wan-Lei Zhao, Jie Yang, Cheng-Hao Deng

* 7 pages, 3 figures 

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Boost K-Means


Dec 04, 2016
Wan-Lei Zhao, Cheng-Hao Deng, Chong-Wah Ngo

* 11 pages, 6 figures 

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