56 citations · 62 across the 4 of their papers we have counts for
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cs.LG2020
k-sums: another side of k-means
Wan-Lei Zhao, Run-Qing Chen, Hui Ye +1
In this paper, the decades-old clustering method k-means is revisited. The original distortion minimization model of k-means is addressed by a pure stochastic minimization procedur…
cs.CV2020
Dynamic Sampling for Deep Metric Learning
Chang-Hui Liang, Wan-Lei Zhao, Run-Qing Chen
Deep metric learning maps visually similar images onto nearby locations and visually dissimilar images apart from each other in an embedding manifold. The learning process is mainl…