208 citations · 631 across the 22 of their papers we have counts for
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cs.CV2016★ 116 cited
Local Similarity-Aware Deep Feature Embedding
Chen Huang, Chen Change Loy, Xiaoou Tang
Existing deep embedding methods in vision tasks are capable of learning a compact Euclidean space from images, where Euclidean distances correspond to a similarity metric. To make…
cs.CV2016★ 4 cited
Discriminative Sparse Neighbor Approximation for Imbalanced Learning
Chen Huang, Chen Change Loy, Xiaoou Tang
Data imbalance is common in many vision tasks where one or more classes are rare. Without addressing this issue conventional methods tend to be biased toward the majority class wit…